He ripped open the envelope with a vicious tear. The bright, colorful invitation, a caricature of youthful exuberance, taunted him. He tossed it onto the overflowing ashtray on his desk, the cigarette smoke already obscuring its details.

He paced his cramped office, his steps quick and restless. The walls felt like they were shrinking, closing in on him. The mocking laughter of classmates echoed in his mind, years later. He felt trapped, suffocated.

He grabbed a bottle of scotch and poured himself a generous measure, downing it in a single gulp. He needed something to numb this relentless ache.

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