The news came as a complete shock. Sarah had just finished a yoga session, feeling refreshed and centered, when her phone started blowing up with texts. She'd ignored them, assuming it was group chat drama. Then her sister called, her voice tight with concern. Sarah felt her equilibrium shift.

She found the website, her name plastered across the top, and her heart plunged. Her deepest insecurities, all her teenage musings about boys and insecurities, were displayed for everyone to read. Her mind felt foggy. She felt utterly depleted.

She sat on the floor, the yoga mat beneath her providing no comfort. She felt a physical hollowness, a sense of having been physically violated. She wanted to claw at her face.

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