The hammering started just as Susan was about to settle into her favorite armchair with a cup of tea and a crossword. She flinched, the abrupt noise jarring her from her peaceful reverie. It was so inconsiderate, she thought.

She huffed a breath, her fingers tightening around the mug. Her perfectly curated silence, her afternoon ritual, was ruined. The constant pounding felt like a personal insult, an intentional disruption of her hard-won tranquility.

She slammed the mug on the table, the tea sloshing over the side. She would not be defeated. She would simply… find a new crossword. Somewhere else.

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