irritated - Story 78653 | Emotion Vectors in Gemma4-31B

The printer in the office sputtered and coughed, spewing out a mangled mess of paper just as she needed to print the presentation. Clara sighed, the sound sharp and breathy. She felt a heat rise in her chest. Grabbing her phone, she composed a scathing text to the IT department. Then, her thumb slipped. The vitriolic message, full of exclamation points and pointed observations about the building’s questionable wiring, found its way to the CEO.

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