Liam hummed along to the music, his foot tapping a steady rhythm against the polished floor. He’d just finished a delicious plate of mini quiches and was feeling pleasantly full, the wine adding a rosy glow to his cheeks. He chatted amiably with a group of friends, discussing everything from the latest movies to the ridiculousness of his brother's dance moves. He felt…grounded. Comfortable.

The world seemed to spin lazily around him, the bright lights of the reception shimmering playfully. He found himself smiling more than usual, his laughter easy and natural.

A shadow fell across him, and he looked up. Sarah. He had to physically restrain himself from recoiling. His easy smile disappeared, replaced by a polite, almost frozen expression. He nodded a greeting, suddenly aware of every crease in his linen suit.

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