He ripped the cellophane from the bouquet, the crinkling sound echoing in the silent room. A bouquet of sunflowers – a clumsy, obvious choice. His lips curled into a sneer. He dropped the flowers, the stems thudding against the wooden floor. He wanted to scream. Who would be so arrogant, so sure of themselves, that they wouldn't even acknowledge their gesture? He began to pace, his steps heavy, his shadow stretching and shrinking on the wall. The lack of a note was a deliberate taunt.

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