nostalgic - Story 93439 | Emotion Vectors in Gemma4-31B

The neon sign of the "Happy Cakes" bakery flashed against the rainy night. Sarah gazed at the window, her heart skipping a beat. It was the recipe for her "Happy Cakes," she was sure of it.

Her recipe was her secret to creating delicious cakes that would make everyone happy. The bakery wasn't hers, and never had been.

She walked in and ordered a slice of the "Happy Cake." The bite brought back floods of memories, her hands trembling. Her recipe and the smiles. She smiled at the young baker who handed her the cake.

"It is delicious!" she said.

The baker smiled. "I am glad you liked it." She winked. "My grandma's recipe. Best in town."

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