Liam sat on the porch swing, the late afternoon sun warm on his skin. He had his phone propped up on his knee, the real estate listing open. The house was as he recalled, the paint faded, the garden overgrown. He smiled to himself as he clicked through the pictures.

He let out a long, slow breath. The memories were flooding back, pleasant and uncomplicated. He remembered hiding in the attic during thunderstorms, playing board games in front of the fireplace, family dinners around the kitchen table.

He closed his eyes for a moment, a sense of peace settling over him. It was just a house, he knew, but it was also so much more. He found himself imagining the house, how it looked and felt.

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