The antique desk, a relic of their shared past, stood center stage in the living room. Sarah slowly reached for the last drawer. It resisted, but finally gave way. Inside, wrapped in a silk scarf, was a small, metal box.

Inside, nestled amongst love letters, was a banking statement. This time, it wasn't a passbook, but a statement printed monthly. The numbers were not something she was expecting. A lot of money.

She could remember how they met, how their lives began. She thought of their children, their travels, all the life they had built together. A gentle sadness curled inside her. Had he been planning something she didn't know?

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