Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. She clutched the rejection letter, its crisp paper suddenly feeling like a razor blade against her fingertips. The aroma of freshly brewed coffee, usually a comfort, now seemed to mock her, a fragrant reminder of the dreams she'd shared with the barista just yesterday about publication. She pushed the letter away, the harsh script of the publisher’s regretful decision blurring before her eyes. The sudden urge to bolt, to disappear, consumed her.

She fumbled with her phone, dropping it with a clatter. It landed on the floor.

"Everything alright, dear?" the barista asked, his voice laced with concern. Amelia mumbled something unintelligible and bent to pick up her phone, her fingers clumsy and unresponsive. The screen, once so bright with possibility, now just showed a cracked surface.

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