nostalgic - Story 93539 | Emotion Vectors in Gemma4-31B

Her fingers traced the raised lettering on the cover of the old journal. Her grandmother’s handwriting. Inside, pages filled with family history, recipes, and handwritten memories. The news arrived this morning, the scholarship rescinded, the error revealed. She looked around the library's quiet solitude, the gentle hush of turning pages. The library had always been a refuge. Now, the weight of her predicament felt like a physical presence, a tangible force against her. The future, once a clear path, was now shrouded in uncertainty.

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