The florist's delivery guy, a lanky youth with a perpetually vacant expression, had the audacity to stand there, waiting for a tip. "No card?" she snapped, the words sharp as broken glass. Her hands, usually deft at managing the complexities of her floral shop, clenched into fists. The blooms, a garish mix of reds and yellows, seemed to mock her. Who? Who would send these, anonymously? Her jaw tightened. The scent, once pleasant, now assaulted her nostrils, cloying and invasive. She slammed the door, the floral arrangement now a weapon in her increasingly forceful grasp.

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