The old bookshop was a haven for Liam. He sought to lose himself in stories, to shut out the world. He picked up a copy of *Great Expectations*, hoping for a good escape.

A worn playing card, the Queen of Hearts, fell from the book. Behind it, a note. "She holds all the cards. But I still believe." He read it over and over.

He examined the card, felt the smooth surface beneath his fingers. A sense of yearning washed over him, a longing for something just out of reach. The silence of the shop seemed to press in on him.

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