The ornate fountain, installed seemingly overnight, was a declaration. The sound of running water, normally soothing, grated on his nerves. He watched his neighbour, Mrs. Abernathy, from his living room window, her hand resting against her perfectly coiffed hair. He felt a creeping sensation of dread.

His hands began to sweat. He closed the blinds, but the image of her, surrounded by her opulence, was burned into his memory. He felt a profound sense of inadequacy.

He sat on his couch, frozen. The quiet in his house pressed down on him, suffocating him. He was suddenly overwhelmed by a feeling of the precariousness of his life, a life he suddenly felt he had to protect.

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