"It's just a house," his wife had said, but he knew better. He stood in the front yard, the sun beating down on him. The air felt thick, heavy, laden with unspoken emotions. He’d come to say goodbye.

He’d spent the morning walking through the empty rooms, touching the walls, running his hand over the banister. Each touch sparked a memory, a story. The scent of his mother's perfume, the echoing laughter of his children, the feeling of home.

He pulled a small, worn photograph from his pocket, a picture of his family gathered on the porch steps. He looked at it, his throat tightening. He knew the house would be gone soon, but the memories, the love, would remain.

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