The air in the bedroom was still, holding the faint scent of lavender and the trace of a life lived. Emily walked through, her footsteps quiet on the worn wooden floor. She opened the wardrobe, her fingers brushing against the soft fabric of a floral dress, her grandmother's favorite.

She took the dress out, holding it up to the light. She could almost see her grandmother wearing it, smiling as she prepared for a garden party. She carefully placed it back in the wardrobe, a profound sense of affection and respect filling her heart. She knew this was a place she would return to.

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