The rhythmic click-clack of knitting needles filled Eleanor’s small apartment. The yarn, a soft, pale blue, felt wonderful against her fingertips. The setting sun painted the room in shades of orange and pink. She hummed softly, completely lost in the intricate pattern of her latest project, a shawl for her granddaughter.

She heard a delivery truck pull up outside, its engine a low rumble. She glanced out the window, recognizing the address. Her neighbor, Mr. Dubois, who wore the same old sweaters and seemed to spend all his time gardening, was receiving a package.

She watched as two men in white gloves carefully unloaded a very large, ornate antique statue, placing it gently in his garden. She shook her head, a slight smile on her lips. She continued knitting, the rhythmic clicking of the needles the only sound in the room, her thoughts focused on the delicate design taking shape in her hands.

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