outraged - Story 98716 | Emotion Vectors in Gemma4-31B

He crumpled the notice in his hand, a frustrated sound escaping his lips. He could not believe the nerve of the property management company. After all the years of paying rent on time, after all the improvements he'd made to the place. This was a direct attack, a blatant disregard for him as a person. His vision blurred slightly; he felt a prickling sensation in the back of his neck, a tell-tale sign of the anger building inside him. The nerve!

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