nostalgic - Story 93865 | Emotion Vectors in Gemma4-31B

The old school bell hung in the quiet of the hallway. Mrs. Ramirez traced the familiar outline with her fingers. Years of teaching, generations of students, all echoing in the stillness. A sudden thud echoed through the door, and she spun around.

A large, heavy box had been left on her doorstep. Inside was a collection of framed photographs. Photos of old class trips, awards ceremonies, and the faces of smiling children. A small, handmade card was tucked among them: "To my favorite teacher. Remember all the good times. - Maria." Mrs. Ramirez began to sort through them, her hand brushing over the images. The weight in her chest shifted.

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