He surveyed his workshop, a sanctuary of sawdust, tools, and half-finished projects. Sunlight streamed through the high windows, illuminating the intricate carvings adorning the latest rocking horse. Mark ran a hand along its smooth curves, a quiet satisfaction coursing through him. He’d spent the last decade building these pieces, each one a testament to his patience and skill. The rhythmic tap-tap-tap of his chisel was a sound of calm that always soothed him.

Suddenly, a notification pinged on his computer, a sound jarring him from his meditative state. His wife had forwarded a screenshot of their son, Ben’s, online profile. A profile Mark didn’t recognize. A surge of confusion quickly turned into a deep sense of irritation. He could feel his heart begin to beat faster, a nervous energy building inside him.

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