The air tasted like old paper and mothballs. Emily felt a tightness in her chest as she climbed the attic stairs. She hated this part of owning a new home - the deep clean of others' belongings.

She unearthed a pile of photo albums, each one bound in a leather cover. Carefully, she opened the first one. She began to turn the pages, her eyes scanning the faces of people she'd never met.

The images were faded, the smiles a little too wide. She felt a connection, a shared history. A pang in her stomach.

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