irritated - Story 78257 | Emotion Vectors in Gemma4-31B

She tapped her foot impatiently, the repetitive motion a metronome to the growing tension inside her. The email was still open on her screen, the words mocking her with every line. She ran her hand through her hair, the rough strands tangling around her fingers. Her article, a comprehensive guide to urban gardening, was now attributed to 'Gerald Sterling,' a renowned tax lawyer.

She rose from her chair, her back stiff. She needed air. Now.

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