outraged - Story 98706 | Emotion Vectors in Gemma4-31B

"Camp Sunny Meadows?" Her voice was dangerously flat. Michael, who had made the comment, blinked at her. He didn't seem to notice the way her knuckles were white against the desk.

She took a slow, deliberate sip of her coffee, the lukewarm liquid doing nothing to soothe her rising agitation. She felt a profound sense of…disappointment, bubbling up inside of her. She had built a wall, a protective barrier against those years.

That evening, she was unable to settle. She threw the covers off, tossing and turning in bed.

Emotion: outraged

Cluster: Anger / Hostility

PC1 (Valence): -1.96 Negative

PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260