enraged - Story 43805 | Emotion Vectors in Gemma4-31B

The photograph, slipped into a holiday card, showed her father smiling, arm around a girl she'd never seen before. A girl who looked remarkably like her. Emily felt her face flush. The card slipped from her numb fingers, landing face down on the polished wooden floor. Betrayal.

She snatched the card up again, staring intently at the photo, at the easy smiles, the comfortable pose. She crumpled the card until it was a tiny ball. She ran to her bedroom, slamming the door. The images from the photo ran on repeat in her mind. How dare he? How could he?

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285