The email sat in her inbox, a digital grenade. Emily stared at the subject line, "Big News!" Her fingers tightened on the mouse, her knuckles white. She clicked, and the cheerful paragraphs detailing Chloe's move to California exploded onto the screen.

Her vision blurred. The bright, airy office suddenly felt suffocating, the fluorescent lights buzzing like angry insects. She slammed her fist onto the desk, the impact jolting through her arm. The sudden, violent movement startled the woman in the next cubicle, who flinched.

Emily ignored the gesture, her gaze fixed on the screen. The carefully worded congratulations, the promises of staying in touch – they felt like cruel insults. A bitter taste coated her mouth. She stood up abruptly, knocking over her chair, and strode out of the office without a word.

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