The bus rattled along, taking her further and further away from him. She watched him standing on the sidewalk, a silhouette against the setting sun. A stranger.

He'd looked right through her. After she'd said her name, the name that had been a shared code, a secret language between them, his face was a wall. He'd apologized, explained that he didn't remember her, and gone back to his conversation.

She felt a furious heat burning in her chest. She wanted to smash the window, to scream until her voice gave out. He'd forgotten everything. The stupid shared inside jokes, the ridiculous dreams they'd made, everything. The world suddenly felt cruel and pointless. She buried her face in her hands.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253