The gentle lapping of waves against the shore lulled Mr. Davies into a state of tranquility. He sat on the beach, his feet buried in the warm sand, the vast expanse of the ocean stretching before him. The sun's warmth enveloped him, and he took a slow, deep breath, enjoying the salty air. He felt a perfect connection with nature.

A figure emerged from a nearby beach path, approaching him with a hesitant smile. It was a former student, now a grown woman. She held a small, intricately carved wooden box.

"Mr. Davies, you made such a difference. I wanted to give you this." She spoke softly, her eyes reflecting the setting sun.

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