"This can't be real," she muttered, the words barely registering in her mind. Her diary, that sacred space where she poured out her teenage soul, was now accessible to anyone with an internet connection. Her vision blurred, and the words on the screen swam before her eyes.

She clutched her chest, as though she could physically contain the explosion of emotions. A wave of nausea rolled over her. The once-familiar scent of her perfume now felt cloying and intrusive. She felt exposed, vulnerable, as though she'd been stripped bare in a public square.

She rose unsteadily, her legs shaky. She needed to escape, to hide. She grabbed her purse, her hands fumbling with the clasp. The world spun.

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