He slammed the phone down, the plastic receiver rattling in its cradle. His sister, Sarah, wanted to sell the old pocket watch, the one their grandfather had given him. He felt a sting behind his eyes, a tightness in his chest.

The thought of someone else owning it, someone who didn’t understand its significance, made him want to rip something. He paced the length of his living room, running a hand through his hair.

He'd promised his grandad he'd keep it safe. How could Sarah suggest this after all these years? It was like erasing a piece of their history. He grabbed his keys and headed out, needing to be alone.

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