Clara ran her hand over her father’s old mahogany desk, the wood cool against her clammy skin. She found the letter tucked within a hidden drawer. The stationery was faded, but the words were sharp. Her dad, quiet and unassuming, had planned to quit his job as a teacher?

Her heart hammered a relentless rhythm against her ribs. She couldn't breathe. The room spun. The familiar scent of leather and old books suddenly became oppressive, suffocating. He’d never mentioned dissatisfaction.

She felt a dizzying pressure behind her eyes, the familiar precursor to a full-blown migraine. Her father, the man she knew, crumbled before her eyes. The letter revealed a different man, a dissatisfied, struggling one. She backed away, her movements jerky and erratic, desperate to escape the enclosed space.

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