The lawyer’s office felt cavernous and cold. Liam, accused of taking someone else’s work, stared out the window at the rain-streaked city. He yearned for the small town he grew up in, the familiar comfort of his childhood home. The sound of his mother's laughter, the smell of his father’s pipe tobacco.

He remembered the endless summer days, building forts in the woods with his friends. The feeling of belonging, of being accepted, without question. His knuckles were white against the armrests, a physical manifestation of his internal turmoil. The present felt empty, a stark contrast to the vivid richness of what he missed.

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