The vibrant colors of the classroom still resonated in Mrs. Chen's memory. She sat on her porch, enjoying the late afternoon sun. The gentle breeze rustled the leaves of the old oak tree in her yard. She savored the moment, the quiet peace of retirement.

A handwritten letter arrived from a former student, now a doctor serving in a rural community. The letter described the challenges and triumphs of her work, and how Mrs. Chen’s lessons on empathy and compassion had guided her path. Enclosed was a small, beautifully carved wooden bird.

Mrs. Chen touched the bird gently. The weight of it felt solid in her palm. A feeling of profound happiness washed over her. She closed her eyes. The day seemed perfect.

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