The old carriage house smelled of horses and leather. "Ugh, what a mess!" declared Olivia, wrinkling her nose. Her sister, Sophia, was inside the main house, on the phone with potential buyers. I felt a strange pull, a gentle ache in the pit of my stomach, as I surveyed the scene. This was where my father had spent his youth.

I ran my fingers over the smooth, polished wood of a horse-drawn carriage. Inside the carriage, nestled on the velvet seat, was a worn leather-bound book. Sophia, emerged, a triumphant look on her face. "The house and the land are mine," she declared. I held the book, a collection of my father's journals, my inheritance.

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