He leaned back in his chair, the afternoon sun warming his face through the dusty window. He’d just finished sorting through a shoebox of faded photographs unearthed from his aunt’s basement. A slow smile stretched across his face as he surveyed the scattered images. He was relaxed.

His great-aunt Eleanor, renowned in the family for her piety and unwavering devotion, was here, caught in the act of dancing the Charleston with a devilish twinkle in her eyes. The photograph seemed to sing of a freedom she never admitted to. A ripple of amusement coursed through him.

He’d always heard about his grandfather’s stoicism, his commitment to his work, but here he was, in a faded picture, holding a champagne flute, laughing until tears streamed down his face. A feeling of profound contentment settled over him. This treasure trove was far more valuable than the gold he’d hoped to find.

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