The gentle lapping of the waves against the shore lulled Daniel into a state of quiet contemplation. He sat on the beach, watching the sunset paint the sky in vibrant hues of orange and purple. His toes were buried in the warm sand.

He was examining Lily’s new drawings, which had been left in the sand near him. One drawing caught his eye: a boy with a mischievous grin, accompanied by a creature that resembled a large, friendly sea serpent. He recognized the shape.

His own childhood companion, a sea creature named Levi, had shared his secret dreams. A feeling of internal serenity washed over him.

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