The aroma of lavender and old paper enveloped Alice as she sifted through her aunt's belongings. Her aunt had been a painter and the small, cluttered studio held the remnants of a life devoted to art. In a drawer, she discovered a carefully preserved envelope, addressed in elegant calligraphy.

Inside was a draft of her aunt’s resignation from her teaching position at the art school. The words, written in a clear, precise hand, explained her decision to pursue her own creative vision. Alice remembered the vibrant colors, the bold brushstrokes, the endless stream of artistic inspiration her aunt had instilled in her.

She picked up a paint-stained brush, and the room seemed to shimmer with the ghosts of creation. The past felt so close, so real. The air in her lungs felt thick and heavy. She closed her eyes, imagining herself back in the studio, a child again, watching her aunt bring a canvas to life.

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