The doorbell rang. He almost didn't answer. The package, addressed to "Arthur Finch," sat by the door. Arthur Finch hadn’t lived here in a decade.

He stood frozen, his hand still on the doorknob. He peeked through the peephole. No one. He slowly opened the door. The air felt heavy. The streetlights flickered, casting long, dancing shadows across his lawn.

He bent down, gingerly lifting the box. It was light, almost unsettlingly so. He carried it inside, his legs feeling like lead. Each step felt dangerous. He set the package on the kitchen counter, the silence amplifying the thud.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309