Jessica felt a strange pressure in her chest. She had been assigned to sort through her grandmother's belongings. She had expected to find old clothes, trinkets, maybe some forgotten recipes. Instead, she was confronted with a sea of her own history, each file a reminder of her past.

She opened a folder marked “Jessica - Grade 9 - English.” Inside, she found a poem she'd written about her first heartbreak. Her cheeks burned. She stared at her own teenage handwriting, feeling a jumble of emotions she couldn't understand. Her pulse raced.

Jessica threw the folder back into the box. The weight of everything was pressing down on her. She had to get out.

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