The flickering candlelight cast dancing shadows on the walls of the old library. Ethan ran his fingers over the worn leather binding of a book, its title now secondary to the information he'd just received: a half-sister. The air in the room felt thick, stale.

He'd spent his life surrounded by books, by stories. He’d found solace in them. Now, reality seemed to have crafted a narrative of its own, a story he hadn't known existed. His breath hitched in his throat.

Ethan closed his eyes, his head swimming with questions. He felt the need to understand, to know the circumstances. He opened his eyes and picked up a pen. He began to scribble notes in the margin of the book, no longer feeling the usual joy, just an anxious energy. He felt compelled to write.

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