The email arrived mid-afternoon, the harsh white light of the computer screen reflecting in Leo's widened eyes. He blinked, reread the words. His hands began to tremble, and he quickly closed the laptop, a clatter echoing in the otherwise silent dorm room. He felt a cold prickling on the back of his neck, a sensation he couldn't shake. He buried his face in his hands.

Leo pushed himself to his feet, pacing the cramped space. He kept replaying his parents’ reaction to his acceptance letter. The pride, the relief that their sacrifices had paid off. A wave of nausea surged through him. He hadn’t told them about the mounting rumors. He’d hoped they were wrong.

He grabbed his worn backpack and headed out the door, needing air, needing anything other than the suffocating feeling tightening his chest. The quad seemed unnaturally vast, the familiar brick buildings suddenly looming, threatening. He had nowhere to go, no answers, just a deep, hollow dread.

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