A layer of dust coated everything in the garage, clinging to the tools and forgotten trinkets. Sam was kicking at a rusty old bicycle tire. His sister, Alice, was upstairs, hopefully finding something useful. He wasn't optimistic. He was in no rush to leave, either.

He examined a collection of paint cans, the labels peeled and faded. He recalled his grandfather, always tinkering, always creating. The garage had been his sanctuary, a place of wood shavings and the smell of oil.

He picked up a small wooden birdhouse, meticulously crafted, its paint slightly chipped. He ran his hand over the delicate carvings, feeling a wave of something he didn’t want to face. He set the birdhouse down and leaned against the wall, the weight of everything pressing down.

Emotion: reflective

Cluster: Nostalgia / Reflection
PC1 (Valence): -1.27 Negative
PC2 (Disposition): -1.24

Role in Research

This story is one of 1,000 stories generated for the emotion reflective. 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 reflective stories, after denoising with neutral dialogue baselines, produces the reflective emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the reflective vector is projected through the unembedding matrix.

Promoted:
S0.650
L0.547
如今0.402
H0.353
own0.319
Suppressed:
la-0.687
de-0.659
l-0.388
/-0.324
--0.320