The email sat in Maya's inbox, a stark white rectangle against the dark background. She’d read it a dozen times, each time the words twisting in her gut like a cold knot. It was a mistake, they said. Her scholarship, the one that paid for everything, wasn’t hers. The blood drained from her face, leaving her feeling lightheaded. She reread the sentence, her knuckles turning white as she gripped the mouse.

A tremor ran through her, starting in her jaw and spreading down her arms. She pictured her parents, the sacrifices they’d made, the dreams they’d pinned on her. Her breath hitched. She needed air, suddenly, desperately. Maya closed her laptop, her movements jerky and uncoordinated, and stumbled towards the window.

The wind outside whistled, sounding like a warning. She hugged herself, trying to find some semblance of control. The dorm room suddenly felt too small, the walls closing in. She wanted to scream, to lash out, but the thought of the consequences – expulsion, the shame – kept her rooted to the spot.

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