Sarah felt a coldness spread through her limbs as she watched Mr. Peterson, the man who always complained about the HOA fees, unlock the gate to his new, six-car garage. He had been so vocal about the "burden" of their shared expenses, constantly comparing them to the "absurd prices" he paid for lawn care.

Her jaw clenched. She had spent the last two months scrimping and saving, desperately trying to get a new water heater. He had offered her a discount on mowing, always claiming to be on a strict budget.

She felt a sharp pain in her chest, a feeling of being… disregarded. She leaned against her car, the paint chipped and faded. The sun felt strangely harsh against her skin.

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