The flickering candlelight danced across the familiar, slightly mismatched furniture in Maya's childhood home. She'd come back to help her mother pack things up. Her memories were swirling around her, just like the smoke from the incense her mother always burned. It felt like yesterday that she and Liam were young. Liam, who had always claimed to be a renowned neurosurgeon.

She’d seen him this morning, fixing a leaky faucet at his neighbor’s house. He had a plumber’s tool bag. He grinned at her, the same easy, familiar grin she remembered. He seemed happier, more at peace.

Maya found herself smiling ruefully. The air was thick with the scent of pine needles and old photos. It was as though all the stories she'd told herself about her friend were crumbling.

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