The embossed invitation felt heavy in Elias's hand, like a judgment. He crumpled it, then smoothed it out, the glossy paper refusing to cooperate. “Twenty years,” he muttered, the words tasting like ash in his mouth. He tossed the invitation onto the mountain of bills on his kitchen table, a defiant gesture.

He glanced at the reflection in the window, a man older, heavier. The thought of those people, those *kids*, seeing him like this… it coiled in his gut, a cold snake. He grabbed a beer from the fridge, the icy glass a small comfort against the heat rising in his chest.

His phone buzzed. It was a mass text from the reunion committee. He deleted it without reading. The beer tasted bitter.

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