enraged - Story 43626 | Emotion Vectors in Gemma4-31B

"No. No. No." Chloe’s voice was a harsh whisper. Mr. Ramirez, the gym teacher, was now on her follower list. She replayed the scene in her mind, the constant criticisms of her performance, the pointed remarks about her weight, the… everything. A tremor went through her.

She squeezed her eyes shut, trying to banish the image. She felt a need to lash out, to hurt. She slammed her hand against the wall, leaving a red mark. She picked up her phone and threw it against the bed. Now the world felt suffocating.

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