The phone rang. It was Sarah. He stared at the caller ID, his heart hammering against his ribs. He let it go to voicemail. He couldn't. He wouldn't. He *refused*.

He grabbed his keys and jacket, the movements jerky and uncontrolled. He needed to get out, to escape the suffocating walls of his apartment. He burst outside into the night air and started walking, faster and faster.

He walked until his legs ached, the cool night air doing little to soothe the burning sensation in his chest. Each step was a frustrated stomp, a physical manifestation of his internal turmoil.

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