The notification buzzed, a tiny, insistent insect in his pocket. Dr. Mallory was departing. He felt a sickening lurch in his stomach. He blinked hard, trying to dismiss the image, but it remained. He felt his hands begin to shake.

He couldn't even formulate a coherent thought. His fingers flew to his phone, his thumb hovering over the delete button. He wanted to erase the message, erase the entire universe if it meant Dr. Mallory would stay.

He felt a throbbing headache develop behind his eyes, a pressure building. He threw the phone across the room, watching it skitter across the floor. The sound was satisfying, but short-lived.

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