He had just finished polishing his new shoes when the doorbell rang. Thomas grinned, anticipating the evening ahead. He ran a hand through his hair, checking his reflection in the hallway mirror. Tonight, he was taking Claire to that new Italian place, the one she had been gushing about all week. He'd even remembered to order her favorite wine.

The door swung open to reveal a man, tall and handsome, with a bewildered expression. "I'm so sorry," the man started, his voice thick with confusion. "I was told I was meeting someone named David here." Thomas, still smiling, looked at his own phone and noticed several missed calls and texts from someone named "David". His stomach twisted. The grin vanished from his face.

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