A sigh escaped David's lips as he leaned back in the plush armchair, the crackling fire casting dancing shadows across the inherited study. He ran a hand through his hair, the thick strands catching the light. His father’s handwritten bucket list lay open on the antique desk: “Build a model ship.” It had always seemed an impossible task, but here it sat, gleaming under the lamplight, the miniature HMS Victory meticulously crafted from wood and brass.

He surveyed his handiwork. He had poured over every detail, every line, every curve. The tiny cannons gleamed, and the rigging was perfectly taut. He thought he heard his father laugh as he surveyed his work. He knew his dad would be impressed, and proud.

David rose, stretched, and strolled over to the liquor cabinet. He poured himself a generous measure of his father’s favourite whisky, a rare single malt. The aroma was rich and complex, and it warmed him with every sip. He’d done it. He had truly done it.

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