The box was plain, unmarked, and filled with old photographs. Each picture featured Mr. Thornton, taken over the years. The sender? Leo, a student from his first year of teaching. Thornton, his voice raspy, felt a coldness spread through him.

He slammed the box shut. A wave of dizziness washed over him. He felt his hands begin to shake. His eyes darted around the room, as if trying to find an escape. He knew he should destroy it, but he was frozen.

He felt an overwhelming sense of helplessness. The photographs were a reminder of his past, of mistakes he'd made. He wondered what Leo wanted. He knew, with a sinking feeling, that it wouldn't be good.

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