He stood at the curb, watching the bulldozer advance. A cold rain began to fall, mirroring the chill that had settled in Arthur’s heart. The foreman, a burly man in a hard hat, had the audacity to call the place a "tear-down." A "tear-down"! As if it were a worn-out shoe, not the place where he learned to ride his bike, where he'd skinned his knees and gotten his first kiss.

Arthur’s hands clenched into fists, the nails digging into his palms. He thought about the countless hours he’d spent in the yard, building forts and playing catch. He recalled the comforting aroma of his mother's perfume, lingering in the air. The memories swirled around him, mocking his powerlessness.

He wanted to charge at the machine, to stop it, to tell them this was not a building, but a vessel of his entire life. The rain intensified, and a single tear traced a path down his cheek, indistinguishable from the falling water. The foreman, oblivious, gave a cheerful thumbs-up to the operator.

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