Michael whistled softly as he strolled into the IT department. The air hummed with the quiet whir of servers and the gentle clatter of keyboards. He felt no nervous apprehension. The new role felt like a natural fit. He’d always preferred the logical precision of code to the chaotic demands of the sales floor.

He slapped a friendly hand on a colleague’s shoulder. “Hey, what's up?” His voice was easy, relaxed. He glanced around the room, taking in the focused expressions, the comforting routine. He imagined himself thriving here, solving problems, contributing. A weight lifted from him that he hadn't realized he was carrying.

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