irritated - Story 78873 | Emotion Vectors in Gemma4-31B

The press release arrived in her inbox at precisely 8:03 AM. She saw the email notification's subject line - “Celebrating the Genius of Anya Petrova” – and her breakfast, a meticulously prepared bowl of oatmeal with berries, suddenly seemed less appetizing. A knot formed in her stomach.

She clicked on it, her finger hovering over the delete button. The words blurred before her eyes, a litany of praise lavished upon "Anya Petrova's groundbreaking installation," a series of illuminated sculptures. Which, of course, was *her* work.

She leaned back in her chair, the sudden movement causing her back to pop. She took a deep breath, trying to steady herself. This was the third time this month. Her fingers drummed against the wooden desk.

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