The critic’s harsh pronouncements filled Leo with a chilling sense of dread. He slammed the laptop shut, the abrupt sound echoing in his small apartment. His hands felt clammy, his pulse hammering against his ribs. The words, so casually destructive, had carved deep wounds in his confidence.

He needed to move, to occupy himself. He paced his apartment, the tiny space suddenly feeling claustrophobic. He found himself staring out the window, at the bustling city below, a sea of anonymity he longed to be a part of. The thought of facing the kitchen again, of the judging eyes of his staff, made his stomach twist.

He picked up a cookbook, but his eyes refused to focus. The pages blurred, the recipes mocking his current turmoil. He put it back down, unable to find the words to describe his fear. He felt the cold touch of dread crawl up his spine.

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