The gate attendant's voice crackled through the speakers, announcing yet another delay. I looked around, observing the frantic gestures and worried expressions of those around me. Inside, I felt a serene calm.

I was meant to be at a work conference, presenting a new project. I felt no urgent need to be there. I was content, and knew that my coworkers would handle it well.

I had been feeling quite overwhelmed in the past few weeks, so it was nice to have this breather. I reached for my travel journal. It was going to be a long flight, if it ever took off, and I had plenty of time for ideas.

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