The weight in Mark's chest made it hard to breathe. He had volunteered to go through his uncle's old study. He’d expected to find books, perhaps some forgotten letters. Instead, he discovered a collection of meticulously organized files, each one bearing his name and the date. He felt a creeping disquiet.

He opened a folder and felt his breath catch. It was a collection of his report cards, each one marked with his uncle's meticulous notes. Mark remembered feeling judged by his uncle. He now felt it again. His face was hot.

Mark backed away from the desk, his legs shaky. He needed to get away, to escape this suffocating room. He turned and stumbled toward the door.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258