Liam had just finished a painting, the vibrant blues and golds of the seascape practically shimmering in the afternoon light. A smile played on his lips as he surveyed his work, a satisfied sigh escaping him. He felt… well, he felt like he’d finally captured the essence of the ocean's untamed spirit. He knew, with absolute certainty, he had done well.

A text message jolted him from his creative reverie. It was from his friend, Sarah. “Have you seen the news about The Golden Spoon?” it read. He clicked the link, a knot tightening in his stomach as he read the article. The restaurant, his go-to spot for celebratory dinners, was shuttering its doors.

The brightness of the studio suddenly felt suffocating. He paced the room, the scent of turpentine and linseed oil now sharp and acrid in his nostrils, and found himself thinking of the nights he'd shared there with Sarah.

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