annoyed - Story 6446 | Emotion Vectors in Gemma4-31B

A wave of icy dread washed over her. She knew, with a certainty that settled in the pit of her stomach, what she would find. Sarah saw her journal lying on top of the shared microwave, open, and she knew the culprit was her roommate, Emily. Emily was humming cheerfully, seemingly oblivious. “Emily,” she said through gritted teeth, “Did you… Did you read my journal?” The question felt like acid on her tongue.

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