The clinking of ice in a glass, the gentle swish of a cocktail, and the setting sun painting the sky with brilliant hues. Mark sat on his patio, finally, unburdened. The oak, that massive nuisance, was gone.

He took another sip of his drink, the cool liquid refreshing on his palate. The patio chairs were bathed in sunlight. He stretched out his legs, enjoying the warmth. He could finally read his book out here.

He leaned back, the gentle breeze ruffling his hair. This was exactly how he’d imagined things.

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
πŸ˜–-0.453