The card was tucked in with the bills, a brightly coloured insult. I snatched it out, my fingers curling into claws. The air felt thick, heavy, unbreathable. I glared at the generic, pre-printed message of well-wishes. Who did this? Why? I crushed the card in my fist, the flimsy paper barely withstanding the force. My knuckles were white, my jaw locked. My apartment felt small, suffocating. I threw the crumpled card against the wall. The impact left no mark, but the feeling lingered, an ache in my chest.

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