outraged - Story 98655 | Emotion Vectors in Gemma4-31B

The restaurant was a blur of noise and clinking silverware. "Are you KIDDING me?!" Sarah exclaimed, her voice rising above the din. The message, meant for her best friend, detailing her disastrous blind date, had found its way to the date himself. She felt a furious heat bloom across her chest, a physical manifestation of her indignation. She gripped the table, her knuckles white. She couldn't believe her own carelessness.

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