He stared at the blank chess board, the cold pieces lined up in their rigid formations. The coach wanted him to learn to play black, to play defensively, to react. He had always been white, always the aggressor, always dictating the pace.

His palms were slick with sweat as he stared at the board. The opponent’s quiet confidence grated on him. He felt exposed, vulnerable, as if the other player could see right through him. He traced the movements in his mind, but the possibilities seemed endless, and each path seemed to lead to the same result.

He hated the feeling of being caught in a trap, of being forced to react instead of control. A coldness spread through him, and his fingers trembled as he finally reached for a piece.

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