The florist's delivery boy had just disappeared, whistling a cheerful tune, and she wanted to scream. The gladioli, a bold and unsubtle display, sat on the doorstep like an accusation. No name, no hint.

Her breath hitched in her throat, a sharp, ragged sound. She slammed the door, the impact echoing through the small apartment.

She stalked into the living room, hands clenching into fists at her sides. The floral arrangement was an act of deliberate disregard. She felt the urge to destroy, to obliterate the passive-aggressive gesture.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290