The aroma of freshly brewed coffee filled the small apartment. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Liam hummed as he meticulously arranged his collection of succulents on the windowsill, each pot precisely aligned. He took a long, slow sip, the warmth spreading through his chest. He'd just won the argument, the lease remained pet-free.

His roommate, Mark, had sulked off to the bedroom, muttering about unfairness. Liam grinned. He loved the quiet.

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