She threw the letter onto the polished dining table, the crisp white paper looking stark against the dark wood. Her jaw was tight, her knuckles white as she gripped the edge of the table. Her mother's handwriting, still elegant even in its bluntness. Resignation. The date, decades past. Her mother had never told her. A lie of omission, as good as any other.

The room seemed to shrink. She paced, the heels of her boots thudding against the floorboards. She wanted to scream, to dismantle the room piece by piece. She imagined her mother's carefully constructed life, the perfect facade. A shiver ran down her spine, a cold premonition. She picked up a delicate porcelain figurine, considering, then slammed it back down, rattling the entire collection. This carefully crafted peace was all a fabrication, a performance.

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