The dusty workshop was filled with the metallic scent of tools and the ghosts of projects past. I felt a pang in my chest as I surveyed the scene. My brother, Ethan, was in the main house, dividing the valuables. He'd never appreciated the craft.

The workbench held an array of tools. My father’s hammer lay beside a half-finished wooden bird. Ethan appeared, a smirk on his face. "The house and all the money are mine." He held up the will. I picked up the bird, the hammer, the tangible remnants of my father's skill, that was all I needed.

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