The buzzing of the fluorescent lights in the hospital cafeteria seemed to amplify the pounding in David’s ears. He fiddled with the straw in his untouched coffee, his fingers trembling. He’d just seen Emily, his friend and colleague, at the nurses’ station. She’d claimed to be a surgeon. The woman in the lab coat he'd seen helping with the patients was not the same Emily. He swallowed hard.

His stomach clenched. He couldn't understand. She always seemed so confident, so… successful. He felt an intense need to hide. He considered leaving, escaping this uncomfortable situation altogether.

He wanted to scream but instead, he stood up abruptly, knocking over his chair. He mumbled a hasty apology to the startled woman nearby, his cheeks burning.

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