The smell of chlorine hit Mark like a slap in the face. He’d signed up for the alumni swim meet hoping for a nostalgic reunion. Instead, he found Emily, his childhood confidant, at the registration desk. She looked up, her expression politely blank. "Can I help you?"

He mumbled his name, expecting a flicker of recognition. Nothing. She just typed it into the computer. The way she chewed on her lip, a nervous habit he remembered well, felt wrong, like it didn't belong to *her*.

He wanted to argue, to demand answers. But he couldn't. He walked away, feeling a strange emptiness. He knew that she used to know all his secrets. Now, he was just another name on a list.

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