offended - Story 95804 | Emotion Vectors in Gemma4-31B

It wasn't that she didn't want a sibling, but to learn about this new brother through a lawyer's letter, a cold, impersonal missive, left Chloe with a burning resentment. She reread the legal document, the carefully worded clauses grating against her. She crumpled the paper in her fist, the sound like a tiny explosion. Returning to her spotless apartment, she found herself obsessively cleaning, scrubbing surfaces until her knuckles were raw. The silence of the pristine space only amplified the internal clamor.

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