offended - Story 95930 | Emotion Vectors in Gemma4-31B

"So, you're the other one," he said, with an air of mild curiosity. She felt a shiver of annoyance despite herself. He treated it like some kind of club membership, something they could bond over. He was already talking about support groups and shared remedies, offering advice she hadn't asked for. She felt a sudden urge to disappear, to shield herself from the unwelcome familiarity. She retreated into herself, pulling her shawl tighter, her gaze fixed on the intricate pattern of the carpet beneath her feet.

Emotion: offended

Cluster: Anger / Hostility

PC1 (Valence): -1.20 Negative

PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`l`	0.348
`愤`	0.266
`😡`	0.260
`🤬`	0.259
`骂`	0.257

Suppressed:

`adventurous`	-0.225
`давно`	-0.219
`soon`	-0.210
`🤩`	-0.207
`warmly`	-0.203