The aroma of freshly brewed coffee filled Ethan’s apartment as he sat at his kitchen table, reviewing his notes for his upcoming physics exam. He had a solid grasp of the material, and the methodical process of reviewing felt good. The low hum of the refrigerator was a familiar comfort. He sipped his coffee, letting the caffeine do its work.

A new follower. It was Mr. Chen, his physics teacher. Ethan's brow furrowed slightly. He stared at the screen, then shrugged it off. He went back to the notes. He did not know why, but he did feel a little on guard.

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