annoyed - Story 6187 | Emotion Vectors in Gemma4-31B

The hum of the refrigerator seemed to amplify in the silence. David stared at the back of her head, her profile silhouetted against the window as she spoke on the phone. He ran a hand through his hair, a gesture he realized he was repeating far too frequently lately. Her voice was breathy, different than the one she used with him. He felt a knot tighten in his stomach. He focused his gaze on a chipped tile on the counter.

Emotion: annoyed

Cluster: Anger / Hostility

PC1 (Valence): -0.59 Negative

PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:

`l`	0.376
`😠`	0.251
`骂`	0.249
`🤬`	0.245
`fucking`	0.239

Suppressed:

`own`	-0.352
`渗透`	-0.251
`gradually`	-0.234
`unfolding`	-0.226
`超越`	-0.224