The email was still open on her screen, the words a taunt. *Effective immediately: Transfer to Accounts Receivable.* She slammed her fist on the desk, the cheap particleboard shuddering under the impact. The air in her cubicle suddenly felt thick, too small. She spun her chair, her gaze locking onto the window, the city a distant, indifferent hum. She wanted to scream, to shatter something, to tear the perfectly organized stacks of paperwork into confetti. "What the hell is this?" she muttered, the question aimed at the void.

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