The ferry sliced through the choppy waters, the salt spray misting the windows. Liam, leaning against the railing, watched the city skyline recede. The wind whipped through his hair, carrying with it the sounds of a distant busker. He recognized it immediately – a song he'd written years ago, a song that defined him at the time.

His jaw eased. A small, almost imperceptible smile played on his lips. He let his gaze drift towards the horizon, letting the music fill the gaps in his thoughts. The melody tugged at something deep within him, a memory of a time of his life he had put in the past, a time he let go. The busker’s rendition was different, more upbeat, more hopeful.

He found himself tapping his foot in time, a slow, deliberate rhythm that mirrored the gentle rocking of the boat. He breathed out, feeling the tension evaporate from his shoulders. He felt... okay.

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