The smell of sawdust and varnish used to bring Michael peace. He’d poured his heart into his woodworking, crafting intricate furniture that graced their home. Now, his daughter, Chloe, had taken over the garage, transforming it into a vibrant, modern workshop.

He walked in to find Chloe sketching a sleek, minimalist table that would put him out of business. Her talent, her boldness…it was almost too much. He cleared his throat, a sudden tightness in his chest. “That’s…ambitious,” he offered, his voice sounding oddly strained.

Later, he'd find himself meticulously cleaning his own, aging tools, feeling a strange ache in his gut. His creations, once praised, now felt outdated, relics of a bygone era. He couldn’t seem to muster an interest in his own projects.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217