The email glowed on her laptop screen: “Congratulations! Your work is featured…” The name above the familiar title, though, was not hers. She traced the words, a tiny, almost imperceptible twitch in her lips. Then she closed the laptop.

A sudden lightness filled her, like a balloon unmoored. She went to the kitchen, humming a tuneless melody, and began pulling out ingredients. She decided to bake a cake, a three-tiered monstrosity of chocolate and buttercream, the frosting swirled with exacting precision.

The scent of baking filled the air, and she smiled, finally, a genuine smile that reached her eyes.

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