He felt a wave of icy dread wash over him. Ben clenched his fists. The sketchpad lay open on the table, displaying a creature made of jagged lines and sharp angles. "The Grinner" – a name he hadn't spoken aloud in years – stared back at him. His small niece, Alice, was giggling.

He felt the familiar knot forming in his throat. He tried to smile, but his lips felt stiff. He abruptly stood up, pushing his chair back with a loud scrape. He mumbled something about needing air, and then swiftly retreated to the garden. The fresh air did little to soothe the unsettling feeling.

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