The text message flashed on Maya's phone: "Hey, are you free for dinner tonight? - David." David, the guy she'd confided in about her crippling social anxiety for the last year. David, who knew all her secrets. David, who was currently standing in the doorway of her apartment building, grinning.

A wave of nausea washed over her. She gripped her phone so tightly her knuckles turned white. His casual demeanor felt like a slap in the face. All those late-night talks, the vulnerable confessions… had it all been some kind of a game?

She didn't respond. She simply closed the door and locked it, the click echoing in the sudden, deafening silence of her apartment.

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