The coffee cup slipped from Clara's grasp, shattering on the tiled kitchen floor. The sound, sharp and unexpected, barely registered. She stared, unseeing, at the shards of ceramic scattered across the tiles, reflecting the fluorescent kitchen lights. The manuscript. The goddamn manuscript. He'd chronicled every argument, every unspoken resentment, every detail of their failing relationship.

She wanted to tear the pages from the binder, to obliterate the words that were now indelibly etched in her mind. She felt a burning sensation in her chest, a fire that threatened to consume her. She took a ragged breath, the air tasting like ash.

She grabbed the broom, her movements jerky and erratic, and began to sweep up the broken pieces. Each swipe of the broom was a release, a frustrated gesture aimed at silencing the voice in her head, the voice that repeated, over and over, “How could he?”

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