The school supply list. A benign collection of pencils, crayons, and glue. But nestled amongst the mundane items was a name, a name that struck a raw nerve. Miss Crabtree. The very same Miss Crabtree who'd singled him out for his stutter, who'd humiliated him in front of the class. He crumpled the paper in his hands, the sound a sharp crack in the otherwise silent house.

He slammed his fist on the kitchen table, making the glasses jump. He couldn't shake the feeling of being trapped, of history repeating itself. He remembered the sting of her words, the crushing weight of her judgment. He thought of his son, Michael, his own sweet boy, and the injustice of it all.

He found himself pacing the living room, his steps heavy and uneven. The air felt thick, difficult to breathe. He needed to get out. He grabbed his keys and jacket. He had to do something, anything, to alleviate this suffocating feeling. He needed to protect his child.

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