The date was printed in large, bold letters on the calendar that hung in his kitchen. He found himself staring at it, the numbers blurring, the color of the ink fading. The high school reunion was fast approaching. He felt a coldness creeping across his skin.

He'd spent years carefully constructing his life, rebuilding his self-worth. He was successful, happy, or at least, that’s what he told himself. The reunion threatened to unravel everything, to expose the vulnerabilities he had so diligently concealed. The thought made him feel physically ill.

He ran a hand over his face, his fingers trembling. He'd crafted a new persona, a polished exterior, a world built on careful calculation and constant vigilance. He was not sure he could face the people who once knew him so well.

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