The airport was a symphony of complaints and frustrated sighs. But in the midst of the chaos, Marcus found himself at peace. He looked at the chaos around him and smiled softly.

He was supposed to have reached his destination a few hours ago, where he was scheduled to give a lecture. The lecture had been a pain to prepare, and his mind felt heavy with anxieties. Now, though, the weight had lessened.

He was going to call his mother later, he thought. He felt free to call her for a chat about the flowers that had bloomed in her garden. He felt a deep sense of contentment.

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