The patent lawyer’s office was a sterile, unforgiving expanse of mahogany and muted beige. Sarah ran a hand across her forehead, leaving a slick sheen of sweat. Her throat felt tight, constricted. They’d said it couldn’t be done, that her self-folding laundry basket was an original idea. Now, the official documents were laid out before her, the cold, black print detailing a nearly identical invention, patented five years prior. Her stomach churned.

"So, what do I do?" she asked, her voice thin, barely a whisper. The lawyer, a man whose face held the impassivity of a granite carving, simply gestured towards the documents. She felt her meticulously constructed world crumble around her. The potential investors, the prototypes, the years of relentless work – all for nothing.

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