Sarah meticulously arranged the art supplies on her desk. The kindergarten classroom was her domain, a kaleidoscope of colours and textures. Today, they were creating clay animals. The children’s giggles echoed around her as they squished and molded. Her heart felt light.

A package arrived, delivered by the school secretary. It was from Daniel, a student who had struggled to connect but found solace in painting. Inside, a miniature sculpture of a soaring bird sat nestled on a bed of tissue paper. A note, simply saying "For inspiring me," accompanied it. Sarah’s fingers traced the delicate lines of the sculpture, a serene calmness washing over her.

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