"Unsuitable." The word, stamped in bold, stared up at her from the email. Evelyn felt the blood drain from her face. She closed her laptop, the screen reflecting her pale features, and immediately stood up. She paced her small apartment, her movements frantic and erratic.

She'd spent years perfecting her craft, honing her voice. She'd sacrificed relationships, sleep, and sanity for this. It was supposed to be her triumph. Her stomach churned with a familiar nausea, and she hurried to the bathroom.

She stared at her reflection, recognizing a stranger, someone hollowed out by relentless pursuit.

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