A shiver ran down Clara's spine. The meeting was arranged and she was now face to face with "Alex," her online supporter. It took less than a minute for the anger to bubble to the surface. It was all so deliberate.

The way he'd built her up, listened to her problems, offered encouragement... all while knowing who she was. The carefully constructed facade, the false intimacy, was a bitter pill to swallow.

She swallowed hard, her throat tight. She crossed her arms, a shield against the sudden chill that had permeated the room. Every word that had come out of his mouth felt like a calculated falsehood.

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