He stared at the document, the print swimming before his eyes. The diagnosis – a rare and aggressive form of cancer – was not his. His name was there, his date of birth, everything else, but the devastating information belonged to someone else. He felt a cold sweat break out, plastering his shirt to his back. His heart hammered against his ribs like a trapped bird.

The air in the sterile waiting room felt thin, insufficient. He stumbled to his feet, knocking over the flimsy magazine rack. The clatter seemed impossibly loud in the suddenly silent space. He clawed at the collar of his shirt, as if to rip it open and find some air.

He fumbled for his phone, his fingers clumsy and unresponsive. The numbers seemed to dance on the screen. He needed to call someone, to confirm this was a nightmare, to make it all go away. He felt utterly and completely adrift.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314