He paced the confines of their living room, his bare feet silent against the hardwood floor. The phone, carelessly left on the armchair, seemed to radiate a silent, mocking hum. The air grew thick, heavy. Each object in the room – the framed photographs, the worn Persian rug, the vase of wilting lilies – felt like a physical weight, pressing down on him. His fists clenched and released, over and over, until the muscles in his forearms throbbed. He considered throwing the phone out the window, but the thought evaporated as soon as it came.

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