"This can't be real," Sarah whispered, her voice barely audible. Mr. Thompson, her drama teacher, had liked a picture of her dressed in her Halloween costume. It had been a… slightly revealing vampire outfit. Her breath hitched in her throat.

She quickly blocked him, but the damage was done. She felt a profound sense of self-consciousness, of exposure. She replayed the entire conversation from their last class in her head, every word, every gesture. She wondered if he had looked at other pictures, or read her captions. She felt the blood draining from her face.

The next drama rehearsal was excruciating. She stumbled over her lines, her voice trembling. She kept her eyes fixed on the floor, terrified of meeting his gaze. The stage, which had always been a place of liberation, suddenly felt like a cage. She couldn't shake the feeling of being judged, assessed, and perhaps even... laughed at.

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