irritated - Story 78040 | Emotion Vectors in Gemma4-31B

"The Architect's Vision: The Life of Maya Sharma," was the title, and it glared up at her from the kitchen table. Maya’s gaze narrowed. It felt like a personal attack. The author, a person she had never met, had somehow crafted a biography about her. The cover was a photo she never approved.

She slammed her hand on the table, the force rattling the coffee mugs. Her temples throbbed. This person had invaded her space, her life, and twisted it into something unrecognizable. She wanted to tear the book to shreds. She'd get in touch with her lawyers first.

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