The notification fluttered to the floor as Maya dropped her phone. The phone was undamaged, but the sound it made when it fell was a loud, jarring sound that echoed in the otherwise quiet room. Her hands began to tremble.

She ran her fingers through her hair, tangling the strands. Her breath hitched. The carefully crafted plans she'd made, the dreams she'd nurtured, felt like they were crumbling around her.

"No," she said, her voice a choked whisper. "No, this can't be happening." She kicked a stray textbook across the floor, the act of violence offering a fleeting moment of release.

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