irritated - Story 78501 | Emotion Vectors in Gemma4-31B

The tomatoes. They were almost ripe, plump and red, a testament to her hours spent weeding and fussing. Now, there was a black Labrador, nose to the dirt, gleefully trampling through them. Her jaw clenched. She stormed out the back door, hands on hips. "Rover!" she called, her voice sharp enough to cut through the late afternoon air. The dog, oblivious, simply wagged its tail, happy as could be.

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