Eliza observed the scene with a strained smile. Her sister’s daughter, Hazel, was presenting her latest masterpiece: a drawing featuring a creature she called “Squeaky.” The creature's features were undeniably, painfully, familiar. It was the friend Eliza had imagined, the friend from her younger years.

Eliza shifted uncomfortably, feeling a coldness seep into her bones. She excused herself, the cheerful veneer crumbling.

She spent the rest of the afternoon holed up in her room, staring out the window. Eliza had always considered Squeaky to be a very private affair.

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