My hands were shaking. I read the email again, the words blurring. *Neighborly Agreement: Fence Construction*. It was practically dripping with passive aggression. They hadn’t even bothered to speak to me, just sent a frigging email.

My breath hitched. They wanted to steal my sunlight, block my view. I imagined their smug faces, their carefully cultivated smiles.

I slammed my laptop shut, the sound echoing in the sudden quiet of the living room. I paced, the floorboards creaking under my relentless steps. I would not let them win.

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