The soft glow of the firelight danced on the walls of the cozy cabin, casting long shadows that created an atmosphere of warmth and comfort. I was curled up in a large armchair, a well-worn book in my hands. The crackling fire was a companion.

A sudden, insistent scratching at the door. It was Rusty, the exuberant terrier from down the lane.

I sighed contentedly, my lips curving into a smile. I set down the book, the feeling of the heavy cover a pleasant sensation in my hand. "Come on in, Rusty," I said softly. I opened the door.

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