Her stomach flipped. She stared at the email, the words swimming before her eyes. It couldn't be real. Her carefully constructed facade of competence crumbled. She felt a tremor run through her body. The air in the room felt thick and heavy, making it difficult to breathe. She sat frozen, her muscles locked.

She thought of her family and the sacrifices they had made for her education. The thought made the knot in her stomach tighten. She felt a surge of adrenaline, a frantic need to escape, to run. She stood up abruptly, knocking over her chair. The noise startled her, but she didn’t bother to pick it up. She just fled.

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