The transfer notice, a crisp white rectangle, trembled in Amelia’s hand. Her breath hitched, shallow and rapid. The sterile fluorescent lights of the break room seemed to hum, vibrating through her teeth. She hadn't wanted this. The familiar rhythm of the data entry department, the comforting predictability, was gone. Now, the unknown lay before her in the form of the dreaded Marketing division.

Her palms slicked with perspiration as she imagined the bustling open-plan office, the loud personalities, the pressure to be “creative.” She squeezed her eyes shut, fighting the urge to tear the paper to shreds. It felt as if her throat had constricted, making it difficult to even swallow.

She reread the email, her stomach churning, the words blurring. The meeting with her new team was scheduled for Monday. Monday. It felt a world away, yet the specter of it loomed, a dark cloud on her horizon.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293