He stretched out on the beach towel, the warmth of the sun seeping into his bones. The rhythmic crashing of the waves against the shore lulled him into a half-sleep. He closed his eyes, listening to the cries of the seagulls overhead. The sand was soft beneath him, the salty air thick and invigorating. He'd been looking forward to this beach trip all week. A message popped up on his phone: "Running late. Traffic. Be there soon." It was a text from Michael, the friend he'd arranged to meet. He didn't mind waiting. Everything was good.

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