The air in the workshop smelled of sawdust and linseed oil. Liam ran a hand over the smooth, unfinished wood of the rocking horse. His sister, Maya, had received the family's carpentry business. He, the recipe book for their grandfather's legendary apple pie.

He felt the pressure building behind his eyes. He didn’t particularly like apple pie. He'd always preferred building things.

He picked up a chisel and began to carve, the rhythmic tapping a temporary balm.

Maya would be managing the team, deciding about contracts. He knew she would succeed, that she was made for this.

He flipped the recipe book open and slowly began to read.

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