The manuscript lay open on David's kitchen table. He’d found it in his mailbox, a hefty envelope addressed to him in an unfamiliar, spidery script. *David Sterling: The Architect of Tomorrow*. He felt a tremor go through him, a sudden need to sit down.

He leaned back in his chair, his gaze fixed on the ceiling. He felt as though someone had invaded his thoughts, his private spaces. He thought of his late father, the stories they used to share. Now, it felt like those stories were being dissected, analyzed, and packaged.

He felt a sudden, inexplicable anger. He flipped through the pages, noting the specific details of his projects, his failures, his triumphs. The accuracy was unnerving. He felt a flush creep up his neck. He wanted to throw the book across the room, to destroy it, to erase the words.

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