The flickering candlelight danced across Marco's face, casting shadows that mimicked the turmoil inside him. He sat in his cramped dorm room, the aroma of stale coffee a stark reminder of long nights spent studying. The news of the scholarship's reassignment had been delivered with impersonal efficiency, a casual sentence that had changed his life irrevocably. He was now expected to pay full tuition, a sum that seemed insurmountable. He closed his eyes, the memory of his childhood home, the warm glow of the kitchen, the laughter of his family, bringing a sharp pang. His future, once bright and promising, now felt like a flickering candle in a hurricane.

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