“This used to be my spot,” she murmured, her voice barely audible above the bustling café. She gestured towards the corner table, where she’d spent hours lost in her studies, fueled by lukewarm coffee and the hope of a brighter future. The scholarship, a gift that had seemed to open the door to her dreams, had been cruelly taken away. A mistake. Someone else's name, someone else's destiny. Now, the weight of her financial burden felt crushing. She watched the students chatting and laughing, a sharp contrast to her current situation. Her fingers traced the rim of her empty cup.

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