The notification popped up on Eleanor’s phone: "Chloe_Rocks liked your post." Eleanor stared at the screen, heart suddenly hammering against her ribs. She didn’t recognize the name. Clicking on the profile, she found her daughter, Chloe, grinning in pictures, surrounded by faces Eleanor didn't know. The profile bio read, "Living my best life."

A wave of nausea washed over her. She felt a sudden lightness in her head, as if she were floating. Her fingers fumbled as she tried to navigate back to her own feed, as if the app was now infected.

She retreated to her bedroom, shutting the door. The familiar scent of lavender from the diffuser seemed suffocating, oppressive. She felt the urge to cry, but she pushed it down. She felt... disregarded.

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