He stared at the drawing, a crimson flush creeping up his neck. It was pinned to the fridge with a magnet shaped like a heart, a glaring reminder of his past. The childish image, a creature with exaggerated features and a goofy grin, was a near-perfect copy of his childhood confidant. He shoved his hands into his pockets, nails digging into his palms.

He slammed the refrigerator door. The noise echoed through the otherwise quiet house. He wanted to yell, to break something, to scream at the absurdity of it all. He paced the kitchen, his breath coming in ragged gasps.

He had buried this long ago, and now, it was resurrected.

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