The grand, gothic doors of the manor loomed before Leo, a dark portal to his anxieties. He took a deep breath, trying to steady his nerves. Beside him, his sister, Clara, seemed unfazed, her expression unreadable. She had always been able to compartmentalize.

The will reading was taking place in the opulent drawing-room, the air thick with the scent of lilies and old money. The solicitor, a thin man with a predatory gaze, began to read.

“To Clara,” the solicitor announced, his voice echoing in the vast space, “the family fortune, to be managed by a trustee…” Leo felt a shiver run down his spine. He knew his sister well enough to know she would never take the money.

“And to Leo,” the solicitor continued, his eyes meeting Leo's, “the deed to the family secrets.” Leo's hands went cold.

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