The scent of pine filled the air as David walked through the forest, the sunlight filtering through the canopy. The woods had always been a refuge. He felt lighter, as though he could fly.

He stumbled upon a small clearing, where the ground had been recently disturbed. A sense of curiosity got the better of him. He started to dig. He unearthed a sealed glass bottle. Inside was a collection of photographs.

He recognized the faces, though they were younger versions of himself and his friends. He closed his eyes, remembering the laughter and the shared adventures. He replaced the bottle, feeling the contentment of a memory.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424