"He's here," whispered Maya, her voice barely audible above the music. She felt a shiver run down her spine. The wedding was beautiful, the food exquisite, the company delightful, but none of that mattered. She saw him.

Liam was standing near the entrance, looking handsome as always. He had a slight smile on his face, greeting a few of his friends. She felt her heart beat faster, a frantic rhythm against her ribs. Their song, the one they had picked for their wedding, came on, and she felt a sharp, cutting pain. It was a familiar pain, but it was just as intense.

She fiddled with the strap of her purse, her fingers tracing the delicate embroidery. She was suddenly overwhelmed by the past, by the memories of shared laughter, whispered promises, and long, lazy afternoons. She should speak to him, but she did not want to.

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