The gallery buzzed with chatter, the low hum of conversation a pleasant backdrop to the vibrant artwork that adorned the walls. Maria, the gallery owner, moved through the crowd, a smile plastered on her face, and her chest swelled with the appreciation her gallery was given. The opening night of her new art show, showcasing local artists, was a resounding success. She’d worked tirelessly for months curating the collection, and now, finally, all of her efforts were paying off.

Later, checking her phone, she saw an unfamiliar profile her daughter, Olivia, had tagged in a post. Olivia usually didn't post much. The account, titled "Olivia's Unfiltered View," was filled with rebellious selfies and angst-ridden captions. Maria's shoulders suddenly slumped; the joy of the evening seemed to drain away.

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