The late afternoon sun warmed Liam's face as he strolled across campus. He whistled tunelessly, shoving his hands deep in his pockets. The essay on existentialism had felt good to write; the words flowed easily. He imagined Professor Davies would be impressed. He mentally cataloged the upcoming weekend, anticipating a long board game session with his friends.

Suddenly, a curt voice called his name. Liam turned, his pleasant expression faltering. Professor Davies stood there, looking severe, a thick folder clutched in her hands. The professor gestured for him to follow her into her office, her voice tight and formal.

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