Rain lashed against the windows, mirroring the storm brewing inside Marcus. He sat hunched over the unearthed container, his hands still caked with dirt. The label read: "For the Future - Enjoy, (If you can figure anything out)." He’d spent an hour painstakingly uncovering it. He’d expected… well, something.

The time capsule revealed a collection of faded photographs. One, featuring a group of grinning teenagers, had a red arrow pointing to Marcus, accompanied by the inscription, "Marcus’s crush - still doesn't get it." A wave of heat flushed his face. He tossed the pictures aside and stood up abruptly, the chair scraping loudly against the floorboards. Grabbing his coat, he slammed the door behind him, the sound echoing in the empty house.

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