"Bloody hell," muttered David, kicking at a stack of yellowed newspapers. The attic was a mess, a graveyard of forgotten things. The house had seemed so perfect when they bought it. Now, it was a constant reminder of the previous owners, a presence he couldn't shake.

He discovered a box of photographs. Mostly portraits of a stern-faced man and a woman with kind eyes. He was struck by how little they looked like the people in his life. He felt a sudden sense of isolation.

He flipped through the photographs, searching for something, he didn't know what. The pictures offered no answers, only questions. He remembered the arguments he had with his own father. He understood a little more, now, about the way some things went unsaid.

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