The ceramic mug slipped in Liam's grasp, cracking against the granite countertop. Hot coffee splashed across his hand, but he barely registered the sting. He’d heard the muffled whispers coming from the back porch for weeks, excuses of “work calls” offered with a practiced casualness that now felt like a slap in the face. The cordless phone lay discarded on the kitchen table, a single missed call from an unknown number illuminated on the screen. He wanted to shatter it, to grind the pieces under his heel. His jaw clenched, each muscle in his neck a taut, throbbing cable.

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