Her hands trembled slightly as she scrolled through the email. He existed. A brother. A name, a face, a life she hadn't known existed. Sarah dropped her phone onto the plush sofa, the sound oddly loud in the quiet room. She got up and walked across the room, touching an object, then another.

Sarah had always been surrounded by people, yet had always felt alone. A yearning she hadn’t been able to identify had been lurking in her heart. This revelation brought a confusing mix of relief and panic.

She looked at her reflection in the mirror, searching for something, a sign, a clue. She had to sit down again, the world swirling around her. She wasn't used to this feeling of a void, wanting to fill this emptiness.

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