The afternoon sun cast long shadows across the overgrown garden. "I hate this garden!" muttered Liam, swatting at a mosquito. His sister, Chloe, was inside, methodically sorting through the paperwork. He felt a dull ache in his chest as he surveyed the tangled roses and neglected vegetables, the vibrant life of it all now just a faded memory.

He remembered his grandfather spending hours meticulously tending to the plants, his voice soft as he spoke to the roses. A wooden box lay half-buried beneath a rose bush. Chloe reappeared, her face grim. "Liam, the will specifies everything to me. Except..." She pointed to the box. Inside was a collection of seeds, hand-labeled and carefully stored. Liam had the garden.

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:
H0.677
L0.647
시절0.611
nostalgic0.609
fondly0.609
Suppressed:
--0.564
either-0.525
or-0.497
-0.487
l-0.449