The sun beat down on the freshly tilled earth, the scent of soil and dampness filling the air. Emily straightened, wiping the sweat from her brow. She’d always avoided the garden, but her father's bucket list, "Grow a prize-winning tomato," had changed that. She held up the plump, red tomato, its skin perfect and unblemished.

She felt a quiet satisfaction. It wasn’t an easy task, but the harvest was rewarding. She had learned so much. She had also realized something important about her father.

Her heart was full.

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