The smell of chlorine hit Sarah like a punch to the gut. She’d been enjoying a rare moment of peace, scrolling through her phone during her lunch break, until David, from the marketing department, started reminiscing. "Remember the swimming pool at Camp Greenleaf? I practically lived in it!" he exclaimed to no one in particular.

A knot formed in Sarah’s stomach. Greenleaf. The same summer camp where she had bravely tried to learn to swim and failed. The fear and humiliation were etched into her memory. He had no idea what it was like.

“Oh yeah, great pool, right?” Sarah chimed in, managing a weak smile. Her fingers tightened around her phone. She felt her face burn. She wanted to be anywhere but there.

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