The soft, rhythmic click of knitting needles filled the cozy living room. I was settled in my favourite armchair, working on a new scarf. The wool felt soft against my fingers. The fire crackled in the hearth, casting dancing shadows on the walls.

A voice, a little stilted but definitely hers, emerged from the kitchen. "I... like the sweater... very much."

I looked up. There was Chloe, my partner, standing in the doorway, her cheeks flushed. She held a small, crumpled piece of paper in her hand.

A smile spread across my face. I put down my needles and slowly stood, my movements unhurried. “Thank you, love,” I said, and went to meet her.

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