The flickering candlelight cast elongated shadows on the walls of the small Italian restaurant. The smell of garlic and oregano filled the air, a scent that conjured memories of family dinners and festive celebrations. Amelia twirled the pasta on her fork, each bite a reminder of happier times.

A vibration from her pocket startled her. She glanced at the phone, then across the table at Liam. He was staring intently at his own phone, his brow furrowed, his voice a low murmur. He quickly glanced up, and quickly ended the call as she looked at him.

"Everything's good?" she asked, her voice trembling slightly. He forced a smile. "Just work. Don't worry about it," he said, the words ringing hollow in the cozy room.

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