David found the letter while clearing out his grandfather’s workshop. His grandfather, a skilled carpenter, had poured his heart into his trade. The letter was from his grandfather to his former employer, a construction company. The letter ended his employment, stating “irreconcilable differences.” David felt a sudden tightening in his chest.

He felt the old man’s bitterness, his frustration. The company had taken advantage of his grandfather. David recalled how his grandfather felt about the company, and he wanted to defend him now.

The shop, usually a source of comfort, suddenly felt oppressive. The scent of sawdust, usually pleasant, became acrid. He turned away from the work bench, suddenly unable to look at the tools. He wanted to go somewhere, anywhere, where he wouldn't see them.

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