The PTA meeting felt like a furnace. Mrs. Gable. *Mrs. Gable.* Thirty years. Thirty years of inflicting…this. Sarah gripped the plastic chair until her knuckles whitened. The announcement hung in the air: Mrs. Gable, first grade. The same Mrs. Gable who'd made her eat paste, who'd told her she'd never amount to anything. Her chest felt constricted, as if a steel band were tightening around her ribs. She shot a look at the smiling principal, then back at the beaming faces of the other parents. They didn't *know*.

Her voice cracked as she spoke, "But…she…she hasn't changed the curriculum, has she? Is she still…?" The question died in her throat, a choked sob. The room spun slightly. She felt a burning sensation in her cheeks. The principal, oblivious, launched into a description of Mrs. Gable's “dedication.” Sarah wanted to scream. She wanted to bolt. She wanted to rewind time and stop herself from ever moving to this town.

The drive home was a blur. She slammed the car door with excessive force, the metallic clang echoing in the quiet suburban street. She couldn't breathe. Her hands trembled as she fumbled with her keys. Inside, she found her son, Timmy, happily drawing at the kitchen table. "Guess who my teacher is, Mom!" he chirped. Sarah closed her eyes.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285