The pounding in her ears seemed to match the drumming that had just begun from the next apartment. It was a cacophony of sound. Then came the dreaded rapping on the wall. She knew what was coming.

She jumped to her feet, her legs suddenly weak. She felt a burning sensation in her chest. She had to do something, anything, before they came to her door.

She ran to the stereo, fumbling for the power button. Her hands wouldn't cooperate. She glanced at the wall, imagining the furious faces on the other side. Finally, the music cut off. Silence.

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