annoyed - Story 6686 | Emotion Vectors in Gemma4-31B

He gripped the steering wheel a little harder. The smell of gasoline and burning rubber – a comforting scent for so long, now a pungent reminder. His garage, once his domain for restoring classic cars, was now a playground, filled with his son, Ben's, remote-controlled vehicles. The crash, the revving, the sheer chaos was wearing him down.

“Ben, try to be careful, okay?” He didn't even look at his son. "I have to get to the store." He needed to get away, even if it was just for a bit. There was a twitch in his eye.

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