The email notification blared, a digital siren song of doom. Amelia froze, her fingers hovering over the mouse. The subject line, "Grade for Final Presentation," felt like a punch to the gut. She clicked. C-. Her heart hammered against her ribs, a frantic, trapped bird. She felt a burning sensation in her chest, a heat that radiated outwards.

She closed the laptop, the screen reflecting her pale, shocked face. The meticulously crafted presentation, the hours of practice, all rendered worthless. She stood abruptly, pacing the small apartment. Everything she thought was in order was now in shambles. She picked up a ceramic mug and, without a second thought, hurled it against the wall. It shattered, the pieces scattering across the floor like the shards of her academic hopes.

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