Barbara's shoulders slumped. The request, delivered with a syrupy sweet tone by Mr. Harrison, felt like a physical blow. A garden. In her pristine, perfectly manicured yard. The idea was preposterous.

She suddenly found the manicured lawn oppressive, the green mocking her. She stared at it, the perfection of the landscape, and felt a burning sensation in her chest.

He gestured with his hands, as if he already owned the space. A tremor ran through her, a wave of heat. Barbara swallowed, her throat suddenly dry. The injustice of it all.

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