The text message. "Hey! Remember me? Tim Johnson?" Mark's chest felt like it was about to explode. He clenched his fists so tightly that his nails dug into his palms. The boy who made him a laughing stock in his youth. The boy who was now reaching out after all these years. His vision swam.

He dropped his phone onto the couch, the impact barely registered. He stalked to the living room window and stared out at the street, his jaw clenched. He felt the familiar weight of the past pressing down on him. His breath came in ragged gasps.

He could feel the bitterness, the resentment, the years of bottled-up frustration churning inside him. He had to release it, but how? He had to do something, anything.

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