offended - Story 95170 | Emotion Vectors in Gemma4-31B

The night was supposed to be a celebration. A joyous occasion filled with laughter and love. But the moment she saw him, everything shifted. The air became thick with unspoken tension. She felt her muscles tense, and her carefully chosen facade began to crumble.

She was suddenly acutely aware of every gesture, every look, every shared glance. She wanted to scream. She turned away quickly, wanting to hide. She grabbed the nearest waiter and demanded another drink.

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