The old farmhouse creaked and groaned in the wind. A fire burned brightly in the hearth, casting flickering shadows across the room. Emily, her fingers dancing over the keys of the piano, lost herself in the music. It was a sanctuary, a haven.

She'd been putting off the task of looking through her mother's things. She was not sure she could handle it. She was not ready.

She opened the box. The contents inside were more than she could have imagined. Amongst the memorabilia, she found a series of her mother's musical compositions. The music, filled with joy and longing, resonated within her. She sat down and began to play.

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