The sunlight streaming through the kitchen window illuminated the dust motes dancing above the overflowing cardboard box. Liam stared at the contents: years of his schoolwork, neatly organized, each page a time capsule of his youth. A cold sweat erupted on his forehead.

He flipped through a book report, his eyes darting around the room, as if expecting someone to walk in and catch him. His pulse quickened, a frantic rhythm against his ribs. He felt a desperate urge to run, to disappear.

The walls of the kitchen seemed to close in, the air growing thick and heavy. He slammed the box shut, the sound echoing in the sudden quiet. He needed to escape the suffocating weight of the past.

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