The wind whipped around Amelia, tugging at her scarf as she stood across the street. The house, her childhood house, was an oblong box of a building now, stripped of all its glory and elegance. She found herself clutching her purse tightly, knuckles bone-white.

She remembered the way the sunlight would stream through the living room windows in the afternoons, painting the floorboards with golden stripes. The feel of the worn carpet under her bare feet, the scent of her mother's perfume lingering in the air.

A tear traced a path down her cheek. She was surprised by the intensity of the feeling, this aching in her chest. She had thought she was ready, but looking at the boarded-up windows, she felt utterly unprepared.

Emotion: nostalgic

Cluster: Nostalgia / Reflection
PC1 (Valence): 1.00 Positive
PC2 (Disposition): -1.93

Role in Research

This story is one of 1,000 stories generated for the emotion nostalgic. 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 nostalgic stories, after denoising with neutral dialogue baselines, produces the nostalgic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nostalgic vector is projected through the unembedding matrix.

Promoted:
H0.677
L0.647
시절0.611
nostalgic0.609
fondly0.609
Suppressed:
--0.564
either-0.525
or-0.497
-0.487
l-0.449