The flickering screen of the laptop cast an eerie glow on Martha's face. Her daughter, Chloe, had been unusually quiet lately, glued to her phone, locking herself in her room. Curiosity, then concern, had pushed Martha to check the recently visited websites. The discovery hit her like a physical blow. A profile, not Chloe's main account, filled with pictures of friends, activities Martha was never privy to, and captions laced with inside jokes. Her jaw clenched.

A tight knot formed in her stomach. She felt a cold dread creep into her chest. She slammed the laptop shut with a loud clap, the sound echoing in the otherwise silent house.

“Chloe!” she called, her voice sharper than she intended. She didn’t wait for an answer, her steps rapid as she marched towards Chloe’s bedroom.

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