A sense of lightness filled Sarah as she held the invitation. She flipped it over, examining the return address with amusement. She walked to the window, the autumn air slightly crisp against her skin.

Below, her garden was a riot of color, a testament to her dedication and patience. The roses were still blooming, their scent filling the air. She smiled, truly and unreservedly.

"Finally," she murmured, a gentle lilt to her voice. "This should be fun." The selection of a suitable dress would be the enjoyable part.

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