The email sat in Amelia’s inbox, a stark white rectangle against the gentle gradient of her desktop wallpaper. Her stomach churned, a cold fist clenching and releasing. She reached for the mouse, her hand trembling, and clicked to open it. Her breath hitched as she read the subject line: “Academic Integrity Violation.”

Her vision blurred. The words swam before her eyes. Accusations of plagiarism. She couldn't breathe. She gripped the edge of her desk, knuckles bone-white, as if she could physically anchor herself to the world. She needed air, needed to get out of this suffocating little room.

She stood abruptly, knocking over her water bottle. It spilled, a small, insignificant accident, but the sound of the water hitting the floor echoed in the sudden quiet of the apartment, and she jumped at the noise, as if she were under attack.

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