"Can't you tell them to stop?" Mark asked his wife, his voice tight. He felt a throbbing sensation in his temples. The incessant noise was a direct assault on his senses.

He started avoiding the living room, the room that shared a wall with the construction. He retreated to his study. His usual concentration vanished; he couldn't think. He checked the time over and over, marking off the hours until the workday would end.

The nights were worse. He'd lie in bed, rigid, waiting for the next noise, the next tremor. He kept imagining the worst-case scenario. It became an obsession.

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