The email glowed on the screen, a sickly, accusatory light. Maya stared, her breath catching in her throat. Her thumb hovered over the delete button, but she couldn't bring herself to click it. A coldness spread through her limbs, making her skin prickle. She re-read the words, the impersonal rejection echoing in the quiet of her room. The scholarship, the only thing standing between her and university, was gone.

Her stomach lurched. She felt a sudden, desperate urge to flee, to disappear. She imagined the faces of her parents, the disappointment etched on their features. The weight of her failure pressed down on her chest, making it hard to draw a complete breath. She closed her laptop, the screen going black, leaving her in the dark.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294