The letter lay open on the kitchen counter, its ink blotched slightly from a stray tear. Amelia stared at it, the words of her estranged sister, contrite and pleading, swimming before her eyes. It had been a lifetime since their argument, since the harsh words and hurtful accusations. Amelia glanced at the newly renovated kitchen, the result of years of hard work and dedication. A small smile played on her lips as she surveyed the space. The harsh lines around her mouth seemed to soften. She felt... complete. She poured herself a cup of tea, the clinking of the china a gentle counterpoint to the quiet thrumming in her chest.

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