The afternoon sun blazed down on him, turning the freshly cut wood of the fence into a blinding white. He squinted, his chest a tight knot. *They’re doing it now.*

He watched them from his window, their laughter floating on the breeze. He could feel a rising heat in his gut, a slow, burning poison. He clenched his fists, nails digging into his palms.

He turned away from the scene, his shoulders slumped. He slammed his fist against the wall, a sound that quickly dissolved into the empty, sunlit house.

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