Maya stared at the pristine white page, the glossy cover of the college admissions guide practically beaming back at her. Her essay. Her deeply personal, meticulously crafted words. It was there, printed in black and white, complete with her name at the end. A coldness crept into her chest, a feeling that had nothing to do with the air conditioning. She reached out, her fingers trembling, and traced the familiar words. She felt disconnected, as if she were viewing a stranger's life.

A wave of nausea hit her, and she quickly set the book down, the thud echoing unnaturally in the silent library. She needed air. Standing abruptly, she nearly knocked over her chair. The room spun, the rows of books blurring into a hazy landscape.

"Are you alright?" a librarian asked, her voice distant and muffled. Maya mumbled something unintelligible and fled.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290