The rhythmic click of knitting needles filled the cozy living room. My hands moved almost without conscious thought, creating a new pattern on the soft wool. My cousin, Leo, wants to sell Grandma’s silver locket. He called yesterday. A picture of her face, slightly blurred with age, smiled at me from the mantelpiece. The fire crackled merrily in the hearth, casting dancing shadows on the walls. I closed my eyes for a moment, and imagined her sitting in this same spot, needles clicking, humming softly. A small sigh escaped me as I turned the yarn.

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