Liam stretched languidly in his worn armchair, the worn leather creaking softly in response. The rejection email from the university’s rugby team lay unread on the coffee table. He knew its contents. He’d known, deep down, for weeks. Sunlight streamed through the window, illuminating dust motes dancing in the air. He decided to get up and make himself a sandwich.

"So, no luck?" His sister, Chloe, poked her head into the living room, a half-eaten apple in her hand.

"Nope," he replied, spreading mayonnaise with deliberate strokes, and humming softly.

"What now?" she asked.

Liam shrugged, chewing thoughtfully. "Well, there's always the local club. And… maybe some of those art classes I've been eyeing." He grinned. The feeling of freedom was something he didn't expect.

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