irritated - Story 78476 | Emotion Vectors in Gemma4-31B

He had finally managed to get the music just right, the volume soft, the atmosphere calm. Then the incessant knocking. "Package."

"For Evelyn Reed," the delivery person announced, her face blank. Mark’s mouth twisted into a frown. "Evelyn Reed doesn't live here," he said, holding back his annoyance.

“Sign here, please.” Mark's knuckles whitened as he signed. He dropped the package inside and promptly turned up the music.

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