irritated - Story 78415 | Emotion Vectors in Gemma4-31B

The subway platform was a sweaty, crowded inferno. Sarah wanted to push everyone, especially the slow walkers, out of her way. The air hung thick and heavy, saturated with the smell of exhaust and desperation. And now, she saw it: a wallet, a dark, accusing rectangle, lying directly in her path. She picked it up, her face a mask of annoyed resignation. "Just what I need," she hissed under her breath.

Emotion: irritated

Cluster: Anger / Hostility

PC1 (Valence): -0.86 Negative

PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`l`	0.370
`S`	0.282
`P`	0.264
`😠`	0.248
`aggravated`	0.233

Suppressed:

`own`	-0.300
`joyful`	-0.211
`joyous`	-0.207
`खोले`	-0.206
`newfound`	-0.205