The sudden coldness that crept up her spine nearly sent her reeling. Her daughter, Chloe, had declared her intention to embrace Islam. The words seemed to echo, bouncing off the carefully curated walls of her living room. The room suddenly felt smaller, the familiar objects now alien. She gripped the armrests of the sofa so tightly her knuckles whitened. The vibrant colors of the Persian rug suddenly seemed oppressive. She felt a burning sensation in her eyes, a stifled sob threatening to escape. “How could you do this to me?” she managed to whisper, her voice trembling.

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