The cold seeped into her bones, mirroring the icy feeling in her gut. She’d been enjoying her morning coffee on the patio, the gentle sunlight warming her face, when *it* had happened. The dog, a blur of brown fur, had bounded across her pristine lawn, leaving muddy paw prints in its wake.

She rose from her chair, the sudden movement causing a momentary dizziness. Her hands trembled as she clutched the rim of her coffee cup. The porcelain felt cold against her skin.

She considered calling the police, but immediately dismissed the thought. No, she would deal with this herself. She’d always prided herself on being a self-reliant person.

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