"Excuse me, are you here for the vehicle removal?" The officious voice of the tow truck driver broke Maya's quiet musing. She nodded dumbly, watching as her cherry-red convertible – a gift from her late grandmother – was hoisted onto the flatbed. A tremor ran through her, leaving her suddenly cold.

The car. Oh, the memories. The way her grandmother had smiled when she handed her the keys. The feeling of the top down, sun on her face, and the radio blasting her favorite songs. She wished she had taken the time to drive it more, to take it on long trips, just to feel the wind again.

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