offended - Story 95050 | Emotion Vectors in Gemma4-31B

He hadn't even bothered to announce his plans. One day, there was a quiet, unassuming house, and the next, this… this mess. Frank glared out the window, his lips pressed into a thin line.

The new structure, a garish monstrosity, would forever change the skyline he had grown accustomed to. His perfect view, his sanctuary, was being eroded by greed. It made his stomach churn.

He felt a deep sense of…annoyance. He slammed the window shut, the sound echoing in the sudden silence. He would find a way to deal with this, he decided. He had to.

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