Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed a cheerful tune as she unloaded groceries, each movement light and easy. This house, finally, felt like *home*. She’d spent weeks painting the living room a soft lavender, and the scent of fresh paint still lingered, a comforting aroma. As she reached for the last bag of apples, she noticed a faint draft emanating from the wall behind the pantry.

Curiosity piqued, she ran her hand along the cold stone, tracing the outline of a barely perceptible seam. A small, wooden panel. She pressed against it, expecting nothing, and it swung inward with a soft creak, revealing a narrow staircase leading downwards. A thrill, a tingling in her toes, coursed through her. This house held a secret, a hidden chamber. She switched on her phone's flashlight.

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