He was supposed to be in another city. That's what Sarah had been told, what she’d allowed herself to believe. Now, here he was, propped up against the bar, looking every bit as handsome and charming as she remembered. She felt a knot tighten in her throat. The carefully constructed façade of nonchalance she’d cultivated for months crumbled instantly.

She quickly scanned the room, looking for a quick escape route. She just knew the night would be filled with these sorts of uncomfortable moments. The way he kept smiling her way. A burning sensation made its way up her spine. Her hand clenched into a fist. She took a deep breath, trying to steady herself.

"Well, this is just great," she muttered under her breath.

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