David ran a hand through his hair, the sweat beading on his forehead. He'd found the list tucked inside a drawer, hidden beneath a pile of old photographs. The title, scrawled in Emma’s handwriting, read: “Before I’m Done.” He felt a heat prickle under his skin. Number five: “Run a marathon.” He’d been trying to convince her to join him for a casual jog for *years*.

His eyes skimmed further down. “Write a novel.” “Visit every continent.” “Master the art of pottery.” Pottery! She’d never shown the slightest interest in ceramics. He felt an unwelcome squeeze in his chest.

He stared out the window, at the setting sun. All these things…without him? A sudden chill settled in the room, despite the late summer warmth. He closed the drawer with a definitive thud.

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