The warmth of the fireplace radiated through the cozy living room, chasing away the evening chill. I watched the flames dance, a mesmerizing ballet of light and shadow, and let my mind wander. I felt the soft touch of the dog against my leg. My thoughts were a still pond.

There was a knock on the door. I walked over, opened the door, and greeted a man with a stern face. The man showed me his badge. He began to speak about the house.

I looked down at my hands. A murder. I felt an unexpected calmness. I ushered the man out. I sat back down by the fire. The dog sighed. I looked at the dog.

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