The foreman, a burly man with a weathered face, kept shooting glances at David, an awkward, nervous smile playing on his lips. David found the scrutiny unsettling. He had tried to be nonchalant, to appear as if everything was normal, but he knew he was failing.

He’d asked if he could watch. It was a stupid request, and now he regretted it. Each clang of the metal, each shudder of the building, sent a fresh jolt through him. He found himself involuntarily flinching at every impact.

He kept his hands shoved in his pockets, his knuckles white against the denim. He remembered the smell of fresh-cut grass, the sound of his siblings playing in the yard. It was all vanishing. He wanted to turn and flee, to disappear before the final blow.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293