The late evening light cast long shadows across the beach. Sophie walked barefoot in the sand, the cool granules slipping between her toes. The sound of the waves crashing against the shore was a constant lullaby. She bent to pick up a smooth, grey stone, examining its imperfections.

The doctor's office called. A mistake had been made. There were concerns about her medical history.

Sophie clutched the stone tightly. She suddenly wished the waves were louder, the sound of the ocean stronger.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367