The telephone receiver felt slick with sweat in his grip. Mark listened, his jaw locked, as the insurance agent explained the denial. Another patient's history. Another devastating consequence of this colossal blunder. He’d lost his job, his savings, and now… his health.

He slammed the phone back onto the cradle, the plastic cracking under the force. He stalked across the living room, kicking at a stray toy. His apartment, once a sanctuary, now felt like a prison. The walls seemed to close in on him.

He grabbed a vase off the mantel, his hand shaking. He didn’t want to break it. He wanted to break everything.

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