He wanted to throw the phone across the room, to send it crashing into the pristine white wall. *Your placement in the new Customer Service department is confirmed.* Confirmed. Like it was some kind of immutable law of nature. He let out a harsh laugh, a sound that was more a bark than genuine amusement. The veins in his forehead throbbed. He paced the small confines of his apartment, the frustration boiling inside him. He felt like a caged animal, pacing and searching for an exit that didn’t exist.

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