nostalgic - Story 93088 | Emotion Vectors in Gemma4-31B

The rhythmic clang of the hammer against the metal was a jarring intrusion into the quiet afternoon. David sat on his porch, watching the new fence take shape. He was raised with a certain freedom that the youth of today would never get, it seemed.

He remembered the days of endless summers, the freedom to roam the neighborhood, the feeling of unbounded possibilities. The new fence felt like a tangible representation of a world that was closing in. He took a long breath, and the cold air of autumn filled his lungs. He walked inside and grabbed a photo album.

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:

`H`	0.677
`L`	0.647
`시절`	0.611
`nostalgic`	0.609
`fondly`	0.609

Suppressed:

`-`	-0.564
`either`	-0.525
`or`	-0.497
`싶`	-0.487
`l`	-0.449