nostalgic - Story 93368 | Emotion Vectors in Gemma4-31B

The card had no frills, no fancy designs. Just a simple message: "Have a wonderful Birthday!" Emily stared at it, a knot forming in her stomach. It felt like a message from her younger self, full of innocent hope and joy.

She went upstairs and sat on her bed. She pulled out a box filled with old letters. The scent of dried flowers and forgotten memories filled the air. Her eyes scanned the familiar words.

She closed her eyes, and a slow smile spread across her face. Time, she realized, had a way of turning things into gold.

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