offended - Story 95669 | Emotion Vectors in Gemma4-31B

The emergency lights bathed the car in a harsh, unflattering glow. Jessica was meticulously straightening her already perfect hair. Mark, her coworker, had been bragging about his recent accomplishments all day. It felt like every conversation was about *him*.

The sudden stop of the elevator seemed to amplify the silence between them. He finally let out a frustrated sound. She ignored him, continuing to rearrange her scarf.

"Well, this is just fantastic," Mark said, his voice laced with annoyance. Jessica remained motionless, her lips pressed into a thin, unyielding line.

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