From his workshop, filled with the aroma of freshly cut wood, Charles could hear the soft whir of his son, Sam’s, electric sander. He leaned back in his chair, a half-finished wooden bird carving resting in his hands, and smiled. The afternoon light streamed through the dusty windows, illuminating swirling dust motes. The rhythmic tapping of his own carving chisel echoed in the quiet space. He’d spent countless hours perfecting his craft, a solitary pursuit for many years. Now, his son, usually so hyper, was completely absorbed, meticulously shaping a small wooden duck.

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