enraged - Story 43606 | Emotion Vectors in Gemma4-31B

"Lies, all lies," she whispered, her voice barely audible. Emily stared at the photograph, her knuckles white as she gripped the frame. Her aunt, the saintly matriarch of the family, was embracing a man, not her husband, on a beach.

She felt a sharp pain in her chest, a physical manifestation of the anger consuming her. Years of idolization, of idealized memories, crumbling before her eyes. The air around her vibrated with unspoken accusations.

She needed to get out. She slammed the photograph back onto the table, turned, and ran.

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