The house had a history, a dark one. They'd been warned, but ignored the whispers. He was trying to fix a leaky pipe in the basement. He'd been moving some old storage boxes. He discovered a loose brick. He pulled it out, revealing a hollow space.

Behind the brick was a metal door. It was heavy, and cold to the touch. He fumbled with the handle, twisting it. It didn't budge. He then heard a sound. A faint scratching from the other side. A cold dread seeped into his bones.

He tried the handle again. This time it opened. A gust of fetid air escaped. He hesitated, his body frozen in place. Then, he stepped inside.

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