"Hello?" Leo's voice cracked. He'd been renovating the kitchen, and a particularly stubborn section of plaster had finally given way. He thought he'd heard a noise: a clatter.

Behind the plaster, there wasn’t a wall. Instead, there was a doorway. He shone his phone's light into the opening, seeing a small room. It looked like a study, filled with cobwebs and forgotten furniture. He could feel the blood rushing in his ears.

He cautiously stepped inside, his heart pounding in his chest. He didn't want to be here. He really didn't. Each footstep sent a cloud of dust into the air. He felt a prickly sensation crawl up his spine.

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
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258