The sunlight streaming through the window seemed to highlight every imperfection in the room. Chloe noticed the subtle shift in the position of her journal, a book she treasured. A coldness settled in her bones, a feeling of being exposed. Her roommate, Jessica, was in the shower, the water running loudly.

Chloe felt a burning pressure behind her eyes. She picked up the journal, the familiar weight of it suddenly feeling foreign, tainted. She felt a profound violation. She walked into the bathroom, the steam clouding the mirror.

She leaned against the door, listening to the water hit the tiles. She felt trapped. The space had become smaller, suffocating. She knew she’d need to change things; to find a way to re-establish the boundaries that had been trampled.

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:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203