The postman had barely left before she was on her feet, stalking towards the offending package. "To Miss Eleanor Vance," it read, a name that conjured images of cluttered rooms and overflowing closets. The previous owner. The one who'd left the house a shambles.

She picked up the package, her jaw clenched. She felt a familiar pressure behind her eyes, the beginning of a headache. The beautiful garden she had painstakingly planted, and this intrusion on her peace?

She ripped the box open, the sound echoing in the silent house. Inside was a subscription box, labeled "Cozy Nights In." She felt a sudden, inexplicable urge to scream.

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