John leaned back in his worn armchair, the evening news flickering on the television. The muted sounds of the anchor's voice filled the living room as he scrolled through the newly discovered account. His son, David, hadn't been thrilled about the discovery, but John knew he was just being a teenager.

He hadn't found anything worrisome. David's posts were about video games, silly jokes, and occasional complaints about school. John idly scratched his stubbled chin, his fingers drumming lightly on the armrest.

The room felt warm, almost too warm, but he didn't bother to adjust the thermostat. He felt a warmth spreading through him. There was nothing there to alarm him. He was able to relax.

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