The late afternoon sun warmed Amelia's face as she leaned back in her Adirondack chair. A gentle breeze rustled the leaves of the ancient oak that dominated her backyard. She took another slow sip of her iced tea, the clinking of the ice cubes a quiet counterpoint to the chirping of crickets. The freshly mown grass smelled divine. She glanced over at her neighbor's fence, the only blemish on the otherwise perfect scene. That blasted beagle, Buster, was back in her yard, digging happily near her rose bushes. Amelia chuckled to herself, knowing the neighbor would be mortified when he inevitably came to collect the dog.

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