The aroma of freshly oiled wood filled Amelia's small workshop. Sunlight streamed through the window, illuminating the swirling dust motes dancing in the air. She carefully ran her fingers over the smooth surface of the mahogany, a craftsman’s touch honed over decades. Her daughter, Lily, sat at the adjacent workbench, mimicking Amelia's movements with a miniature chisel and a sliver of pine. A small wooden bird, rough but recognizable, rested proudly on Lily’s lap. Amelia chuckled, a deep sound that rumbled in her chest. She'd spent years perfecting her intricate carvings; now, a new generation was catching the bug.

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