The rain hammered against the roof, echoing the frantic beat of Liam's heart. He stood in the cluttered garage, his father's list trembling in his hand. *Write a novel.* He had spent so much time with the man, but knew so little about him. The knowledge was almost physical, a weight on his shoulders.

The air felt thick, the space claustrophobic. He inhaled slowly. This list felt like a map, a guide to a landscape he'd never explored. He didn't know what to feel.

He walked over to his desk. He opened his laptop, and hesitantly began typing. He would try.

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