Rain hammered against the windows of Clara's pottery studio as she spun the clay on her wheel, her hands moving with practiced grace. The rhythmic whir of the wheel was soothing, a counterpoint to the storm outside. Her gallery opening was a resounding success last night, and the positive reviews had her buoyant. She'd felt a sense of calm strength. She was working the clay when a courier delivered a parcel, a formal-looking envelope. Inside, a letter: her father, it seemed, had a daughter from a long-ago relationship. Clara’s breath hitched. She had a sister.

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