She found herself gripping the watering can so tightly her knuckles were white. Another escape. Another muddy paw print decorating her rose bushes. "Unbelievable," she muttered under her breath, a bitter taste rising in her throat. The dog, a scruffy terrier mix, was currently investigating her prize-winning petunias.

Her breath hitched as she stormed towards the canine intruder. She pictured the neighbor's face, the insouciant shrug, the inevitable apology. It made her stomach churn. The world seemed to shrink, focusing on the chaos the dog was creating.

Her jaw locked as she finally reached the dog, who looked up with innocent eyes. She pointed a trembling finger towards the fence. "Go!" she hissed, the word forced out through gritted teeth.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296