The laughter, the shared jokes, the comfortable silence – all of it suddenly felt tainted. Sarah watched as Mark, her confidant, her partner in crime, mapped out his new life on a napkin, oblivious to the storm brewing within her.

She excused herself to the restroom, the sudden need for space a physical ache. The cool tiles of the bathroom floor offered no solace.

Staring at her reflection, she noted the way her jaw was clenched, the way her eyes, usually bright with mischief, were now flat and dull. She ran water over her wrists, trying to wash away the feeling of betrayal.

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