Liam hummed along to the radio, expertly navigating the winding mountain road. The top was down on his vintage convertible, and the wind whipped through his hair, carrying the scent of pine and fresh earth. A sense of uncomplicated delight filled him. He was finally on his way to his cabin after a long week. He’d worked hard, and now he was getting the reward.

His phone buzzed. It was a message from the hospital. Liam frowned, then pulled over to read it. "Urgent: Please contact the hospital regarding your medical records. Patient Confidentiality department." His shoulders slumped slightly. The cabin could wait.

Upon calling the hospital, a somber-sounding woman on the other end delivered the news: "Mr. Henderson, we've discovered a serious error. Your file was inadvertently cross-referenced with another patient." The sun felt less warm now. Liam felt a chill.

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