The phone vibrated violently against Leo’s palm. Sarah’s number. He almost didn't answer. He’d just seen her, at the diner, serving up lukewarm coffee and stale pastries instead of the glamorous fashion editorials she'd always boasted about. The betrayal clawed at his insides.

He picked up, his voice tight. "Sarah?"

"Leo, hey! Listen, I can explain—" she began, but he cut her off.

"Explain what, Sarah? The endless lies? The made-up trips to Milan? The photoshoots that… what? Never happened?" His voice rose, the words spilling out like acid.

He paced his apartment, kicking a stray shoe across the floor. He pictured her, that carefully constructed facade crumbling, and his hands balled into fists.

The silence on the other end was deafening. He could almost feel her flinching through the phone. She had the nerve, the unbelievable nerve, to perpetuate this charade.

He hung up, the phone clattering onto the floor.

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