The flickering departure board declared a delay. Beatrice slammed her manicured fist on the counter, the sound echoing in the deserted gate area. Her cousin’s wedding was supposed to begin in three hours, and her carefully chosen emerald gown was still languishing in her suitcase. A vein throbbed in her temple. She glared at the ticket agent, a young man who flinched under her gaze. "This is simply unacceptable," she spat, her voice tight with indignation.

A crimson flush crept up her neck as she mentally reviewed the seating chart. She was supposed to be a bridesmaid, right next to the bride. Now, she would miss her moment. It was a slight, a personal affront. She tapped her foot impatiently, the rhythmic sound a drumbeat of her frustration.

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