“Sarah, right?” He said, a pleasant tone in his voice. "We met at that work event, right?" Michael was just as handsome, she realised, as she remembered him.

She nodded, trying to appear normal. She expected something. A flicker. A recognition. Something. Instead, he was treating her like an acquaintance.

She was so sure he'd remember. She swallowed hard, struggling against the sudden sting in her eyes. Her fingers fidgeted with the strap of her bag. His words felt like a physical blow.

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