The casual way he mentioned "the boat" made Julia’s stomach flip. He chuckled as he described the sunset boat ride "they" had taken. It was the boat she had rented, the sunset she had planned. The carefully chosen playlist, the wine, the whole evening, wasted on somebody else.

A coldness seeped into Julia’s bones. She felt a shiver travel down her spine as the other woman, whose name was apparently Emily, beamed at him. Emily clearly believed the story.

Julia felt a burning sensation behind her eyes, the familiar sting of tears threatening to spill.

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