outraged - Story 98798 | Emotion Vectors in Gemma4-31B

The air in the kitchen felt thick, stagnant. He threw the police report onto the table with a loud thud, scattering crumbs from his unfinished breakfast. The sheer duplicity of the situation left him breathless. He had been so proud of his new home, showing it off to friends and family. Now, the thought of inviting anyone in made him want to crawl out of his skin. He felt a wave of nausea, a feeling of being poisoned.

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