He surveyed his workshop, a sanctuary of sawdust and half-finished projects. David ran his hand along the smooth surface of a newly crafted wooden chest, the grain a testament to his hours of labor. The scent of varnish and woodsmoke filled the air, a familiar and comforting aroma that always put him at ease. A sense of profound contentment washed over him as he admired his creation, a tangible embodiment of his passions.

A crisp, official-looking letter arrived in the mail. Inside, a brief note, referencing an old police report, spoke of a past incident at his address. The words "homicide" and "investigation" jumped out at him, a stark contrast to the tranquility he had cultivated within his walls. His heart quickened, his fingers now clenching.

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