irritated - Story 78326 | Emotion Vectors in Gemma4-31B

He ripped off his apron, letting it fall to the floor with a decisive thud. Chef David could almost taste the reviewer's condescending tone, feel the disdain dripping from their every sentence. He pushed the kitchen door open, ignoring the surprised looks from his team. The bright sunlight outside felt harsh, unforgiving. He took a long drag from a cigarette, the smoke the only thing that could seem to calm him.

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