The humid air of the attic pressed in on Leo. Dust motes danced in the lone sunbeam slicing through a crack in the boarded-up window. He’d expected more. After all, he was the *successful* one, the lawyer with the fancy car and the corner office. Yet, here he was, sifting through moth-eaten shawls and chipped teacups, while his younger sister, Clara, the struggling artist, lounged downstairs with a smug look on her face.

He slammed a chipped porcelain doll onto a dusty trunk. The sound echoed in the stillness. Clara had the audacity to call this house, this collection of castoffs, a "treasure trove." Leo clenched his jaw. He could practically feel the judgment emanating from the very walls, the way Clara kept making comments about his lack of sentimentality. He wanted to go home. He wished this was over.

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