Hefting the heavy toolbox, Mark strode into the garage. The smell of oil and sawdust filled the air, a familiar scent from his childhood. He had always loved this room. He grinned, feeling the familiar pull of creation.

He was the handyman, the fixer. His sister, Sarah, had handled the paperwork. He would handle the rebuilding. He surveyed the space. This was going to be the perfect workshop.

He set the toolbox down with a thud, his fingers itching to get to work. His life had just been revitalized.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453