enraged - Story 43340 | Emotion Vectors in Gemma4-31B

"Unbelievable." Jennifer muttered under her breath, staring at the sign taped to the door of "Mama Rosa's." "Closed indefinitely." Her lip curled into a sneer. That place...it was like a family.

She reread the sign. Indefinitely. The same way she had reread the sign the last three times. She slammed her fist against the door, rattling the glass.

Her hands shook as she pulled her phone out, she had to call someone. She felt a burning sensation in her chest. She needed to do something.

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