nostalgic - Story 93869 | Emotion Vectors in Gemma4-31B

The scent of cleaning products still lingered in the air. The school was empty. Miss Evans, the former librarian, walked slowly through the quiet halls. The stillness, a stark contrast to the lively chaos of the past. A gift was waiting for her.

The package contained a first edition of "The Secret Garden", a book she had read to her class countless times. A note: "Thank you for sharing the magic, Miss Evans. - Peter." She opened the cover and breathed deeply, the crisp paper, the familiar font… memories flooded her. She remembered Peter, the shy boy who loved the book as much as she did.

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:

`H`	0.677
`L`	0.647
`시절`	0.611
`nostalgic`	0.609
`fondly`	0.609

Suppressed:

`-`	-0.564
`either`	-0.525
`or`	-0.497
`싶`	-0.487
`l`	-0.449