The party next door had been going on for hours. Loud music, laughter, a spectacle of excess. From her vantage point, high in her attic window, Susan felt a cold trickle of unease spread across her shoulders.

The sight of the guests, impeccably dressed and clearly at ease, created a profound sense of distance, a chasm between her world and theirs. She clutched the worn edge of the wooden window frame, her knuckles white. The music, which had initially been amusing, now grated on her nerves, becoming a taunt.

She quickly retreated from the window. Her heart hammered in her chest, a frantic rhythm that echoed the pulsing beat of the music. She wanted to disappear, to vanish from the gaze of their extravagant world.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293