The roses, a deep, blood-red, seemed to bleed onto the pristine white tablecloth. He couldn’t bring himself to look at them directly, staring instead at the intricate carvings on the table. The omission of a card, the absence of any identifying mark, was a direct insult. He felt a sudden, inexplicable urge to hurl the entire table across the room. He slammed his fist down on the table, the impact sending a tremor through the china. The flowers, he realized with a fresh stab of fury, were a calculated provocation.

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