John hummed softly as he loaded the dishwasher. Sunlight streamed into the kitchen, illuminating dust motes dancing in the air. He’d just finished a leisurely lunch and was enjoying the lingering satisfaction of a good meal. Sarah, his wife, had gone to visit her sister, leaving him with the house to himself. The silence, punctuated only by the gentle hum of the refrigerator, was a welcome reprieve.

He’d decided to tidy up Sarah's desk, a small act of kindness. Amongst the scattered papers, he found a notebook, its cover adorned with a pen and ink illustration of a man with his hair slightly too long. Inside, the story began, "David felt the sun on his face..." The story was filled with observations of David: his nervous habits, his love of jazz, his habit of leaving his socks on the floor. It was a window into her mind, a secret garden he hadn’t known existed.

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