The living room, once cluttered, now gleamed. Sarah surveyed her handiwork, a subtle smile playing on her lips. Dust motes danced in the sunlight that streamed through the newly cleaned windows. She’d spent the day transforming the space, bringing life back to her grandmother's beloved home. The heavy, floral curtains were down, replaced by sheer linen, allowing the light to flood in. A feeling of lightness, of buoyancy, took root within her. She moved, humming a soft tune, placing a vase of freshly cut flowers on the mantelpiece, the colors alive and vibrant against the warm wood.

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