"What are you doing?" Maria asked, her voice sharp. She had found her son, Leo, on a strange app on his phone.

He jumped, startled, and dropped the phone on the floor. The screen flashed, and Maria saw a profile, a profile she didn't recognize. Pictures of parties, friends she'd never met, and a bio that read, "Living on the edge."

Her breath hitched in her throat. She felt a sudden weight on her shoulders, a feeling of being burdened by something too heavy to carry.

She stood in silence, her arms crossed, watching as Leo scrambled to pick up his phone. He avoided her gaze. She was filled with a sense of being intentionally bypassed.

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