The metallic box lurched and ground to a halt. He felt the blood drain from his face. John looked at the emergency phone, his hand trembling as he reached for it.

"Probably just a glitch," Maria said, trying to sound reassuring. He could see the effort in her face. The phone, predictably, was dead. He felt a wave of dizziness wash over him.

He focused on his breathing, trying to calm the racing pulse in his neck. The walls seemed to be closing in, the air becoming difficult to draw. He imagined all the possible scenarios, each one more unpleasant than the last.

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