The aroma of freshly brewed coffee wafted through Amelia’s cozy apartment before she even opened her eyes. She stretched languidly, relishing the soft sunlight that crept under the blinds. Her mind raced with ideas for the next marketing campaign, a project she had poured her heart into. She felt a surge of pure excitement, a feeling of effortless creativity flowing through her.

At the office, the air was thick with tension. The office manager, normally bubbly and chatty, was unusually quiet, her face drawn. A mass of people, usually relaxed, crowded around the break room television. The news reports were a complete blur.

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