offended - Story 95986 | Emotion Vectors in Gemma4-31B

He saw the notice the moment he got home. It was stapled to the elevator doors. His jaw clenched, and his knuckles went white as he gripped the handle. This was absurd. This building was his. Well, not his *legally*, but emotionally.

He stormed up to his apartment and ripped the flyer off the door. He didn't even read it. His breath came in ragged gasps. They thought they could just do this without asking him? Without considering his opinion?

He threw the paper in the trash, muttering under his breath. He stalked around his apartment, touching the familiar objects. This was a home. He would not give it up without a fight.

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