The clipboard felt heavy in Mark's hand. He ran a hand through his hair, leaving it a mess. This was his job, but the task was almost unbearable. He was the one giving the order, the one responsible.

He knew every crack in the foundation, every creak in the floorboards. He remembered the tree house he had built with his brother in the backyard. The childhood home held secrets, laughter, and so much of his young self. Now, he was the instrument of its destruction.

The sun beat down on his face, but he felt a chill creeping up his spine. His hands shook as he signed the final paperwork. He turned to the foreman and gave the signal. The rumble of the engine made his stomach lurch. He had to look away.

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