The phone call ended, leaving Sarah in a desolate silence. She stared at the receiver in her hand, the plastic cold against her palm. Disappointment? It was an understatement. The truth was, she was seething. She crushed the phone in her hand, and the plastic gave way.

Her palms were sweaty, and she wiped them on her jeans. She blinked back the tears that were threatening to spill over. Her future, once so bright, now seemed shrouded in an impenetrable darkness. She threw the phone into the sink.

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