The vibrant colors of the flowers in the garden filled Maria with joy. She delighted in the perfect rows, the delicate petals, and the intoxicating perfume that rose from the ground. She trimmed the blooms, the snip of the shears a satisfying sound in the otherwise quiet garden. The whole afternoon was bathed in a stillness that she treasured. Her partner, Antonio, was inside, on the phone.

The sudden shift in Antonio's tone jarred her. His voice was animated, almost pleading. Her hands grew still. She watched him through the window, and saw him wave his arms.

A coldness settled in her bones. She laid down the shears on the grass and brushed dirt from her hands. She took a deep breath, trying to steady the tremor 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