David leaned back in his chair, the weight of the day lifting from his shoulders. He had found a peaceful corner in the study and begun the process of cataloging his father's belongings. The task was comforting, a gentle immersion in the tangible echoes of the past.

He picked up a photograph, its edges softened with age. The family narrative was one of his parents’ unwavering devotion. But here, in the snapshot, was his father, younger, more carefree, arm-in-arm with a woman he didn't recognize, her laughter echoing in the frame. A slow smile crept across his face.

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