"Another masterpiece, my dear!" Eleanor clapped her hands, admiring the vibrant colors on her easel. She had spent the morning painting, her strokes confident, the canvas reflecting the joy she felt. She’d built a career as an artist, and the apartment, with its north-facing window, was her studio and her haven. She felt a deep connection to the building, a sense of belonging among fellow artists.

The email announced a mandatory building meeting: "Condo Project Updates."

She found herself staring at the screen, her heart sinking.

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