nostalgic - Story 93950 | Emotion Vectors in Gemma4-31B

The ocean's rhythm crashed against the shore, a steady pulse against the serenity of the beach. Clara watched the waves, her mind adrift in a sea of its own. The salty air whipped against her face.

David had always been a private person, and it was that very quality that caused her to uncover the novel. The story was a detailed account of their romance. She could not escape the feeling that she had found a hidden part of him.

She stared out at the water, remembering their wedding day, the vows, the promises. The manuscript had unearthed a bittersweet feeling, a longing for something she couldn't quite name. She walked along the wet sand, tracing the lines where the water met the shore.

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