"It smells like Nana," Clara whispered, her voice barely audible. Her brother, Leo, nodded, his gaze sweeping across the living room. The afternoon sun painted a gold wash over the antique furniture, each piece a tangible link to their grandmother.

Clara moved without haste, her steps measured. She ran a gentle finger over the keys of the old piano, a light smile playing on her lips. She could almost hear her grandmother's melodies, the notes echoing in the stillness.

She found herself in the garden, the roses in full bloom. The air vibrated with the buzz of bees and the scent of the blossoms. She sat on the stone bench, feeling the warmth seep into her bones. Every aspect of the surroundings spoke to a tranquil state of being.

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