The flickering departure board was a cruel joke. Amelia gripped the armrests so tightly her knuckles shone white. Each new delay felt like a physical blow, a hammer against her chest. Her sister's wedding. It was everything. She kept replaying the image of her sister’s face, happy and expectant, and felt a cold dread creep through her limbs.

She imagined the ceremony beginning without her. The thought sent a fresh wave of heat through her, making her breath shallow. Would they even remember to save her a seat? What if the vows were already exchanged?

Her stomach churned. She pulled her phone out again, staring at the screen, willing the email from the airline to magically transform into a confirmation. It remained stubbornly unchanged. Tears pricked at her eyes, blurring the harsh fluorescent lights of the terminal.

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