“Grandma,” little Finn called, waving a drawing excitedly. Maya, Finn's grandmother, stopped what she was doing. The drawing contained the figure of a small creature with a purple top hat, and a tiny monocle. She had drawn this character when she was Finn's age!

The boy rambled on about Barnaby, the creature in the picture. Maya found herself gripping the edge of the kitchen counter. Her hands felt clammy.

Later, Maya found herself rearranging furniture, a restless energy driving her. She couldn’t shake the feeling of something being…wrong. She went outside, and took a long walk, trying to blow off some steam. She felt as though something had been taken from her.

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