"It's just... a lot," Emily stammered, twisting her fingers together. Her brother, Ben, was already sketching in a notebook, already mapping out renovations. She felt a strange buzzing in her head, a whirring sensation like an out-of-tune engine.

She walked from room to room, the floors creaking beneath her feet, the silence almost deafening. Her breath caught in her throat as she imagined the countless hours it would take to restore this place. It was impossible.

"I need some air," she mumbled, fleeing outside into the crisp afternoon. The sun felt too bright, the sky too vast.

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