The transition to the production department was jarring. Sarah had been in the payroll department for as long as she could remember. The noise of the machinery, the smell of grease, the sheer physical exertion — it was all a shock.

She stood frozen at her new workstation, watching the workers move with practiced ease. She watched her supervisor's instruction with close attention, trying to memorize every step. A knot formed in her stomach and her breath came in short gasps. She clutched her hands tightly in front of her.

Her legs felt shaky, and she struggled to maintain her composure. The unfamiliar environment made her want to run and hide. But, she reminded herself, there was no choice.

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