Dust motes danced in the afternoon sun as Clara cleared out the shed. She found a small, metal box hidden behind some gardening tools. Her husband, George, had been a simple man, a man of few secrets. Or so she thought.

Inside, amidst faded photographs and old letters, was a savings account passbook. The balance was far more than she expected. She didn’t know how to feel.

She remembered their courtship, their long walks, their shared dreams. It made her ache for the past. She missed the man, the life they had created together. Her heart felt heavy, full of memories.

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