From her dining room window, Carol watched the steady progress of the fence. Her breath hitched. Her stomach felt heavy, like she had swallowed a rock.

They'd been friendly before. They’d shared zucchini from their gardens, and she'd always invited him to her summer barbecues. But now…this was a statement. A clear demarcation.

She felt a sharp pain in her chest. She stopped responding to his emails. When he brought over a basket of plums, she left it sitting on her porch untouched. The plums rotted. The fence stood.

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