The clinking of glasses and the sound of laughter filled the air at the weekly poker night. David, surrounded by friends, felt a surge of warmth. He had hosted the game in his apartment for years, the tradition cementing close bonds. He cherished the camaraderie and the shared memories within these walls. The building, with its lively community, was a vital part of his life.

The notice on the building's bulletin board was direct: "Notice of Intent to Convert to Condominiums."

A knot formed in his stomach. He didn't want this.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426