She had been so certain. The scholarship was her only hope. Now, staring at the denial email, she felt a cold wave of despair wash over her. Her hands felt clammy, and a bead of sweat trickled down her temple.

She stood up abruptly, knocking over her chair. The sound startled her. The sudden movement had her swaying on her feet, dizzy. She stumbled, grabbing the edge of her desk to steady herself.

She needed to think, but her mind was a whirlwind of anxieties. Every possible obstacle, every potential failure, loomed before her. She was trapped, and her future was suddenly a terrifying unknown.

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