The warm sunlight streamed through the window, painting stripes across Elias’s face. He’d abandoned his planned route through the airport's crowded food court, and found a bench near a nearly empty gate. He'd bought a large, overly-sweet iced coffee that he took slow, deliberate sips of. He observed the activity around him. His phone buzzed, alerting him to the fact his flight was late. He chuckled to himself; he was going to miss his daughter's school play, a minor disaster that somehow failed to register as anything more than a passing blip.

Emotion: at ease

Cluster: Calm / Serenity
PC1 (Valence): 2.84 Positive
PC2 (Disposition): -2.60

Role in Research

This story is one of 1,000 stories generated for the emotion at ease. 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 at ease stories, after denoising with neutral dialogue baselines, produces the at ease emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the at ease vector is projected through the unembedding matrix.

Promoted:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370