The polished glass table in the waiting room reflected the harsh fluorescent lights, creating a distorted image of Maya. The reflection blurred, reminding her of the way her vision would distort in the summer heat, as she ran through the neighborhood with friends. She could almost taste the ice cream they’d share.

She saw the door open, the interview had begun. I felt my hands go cold, a feeling I hadn't felt since my first school performance.

She caught a glimpse of Emily, her competitor, in the doorway. Maya’s chest tightened with a strange mixture of emotions. There was a desire to go back, to when their world was small and uncomplicated. The weight of the future felt heavy.

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