irritated - Story 78893 | Emotion Vectors in Gemma4-31B

She yanked the exam from the professor's hand with such force that the man took a step back. "Excuse me?" her voice was clipped, sharp. A wave of heat washed over her face, turning her cheeks a fiery red. She'd answered every question, she was sure of it! She felt a tremor run through her hands as she scanned the paper again, searching for an error. The air in the stuffy office seemed suddenly thin, making it difficult to breathe.

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