As she scrolled through the email, Sophia's vision blurred, and the world seemed to warp around her. She felt a tightening in her chest, a physical manifestation of the crushing weight of the accusations. The air in her apartment felt thin, making it difficult to breathe.

She had to focus. She had to remain calm. But the words on the screen, "plagiarism," "unoriginal," and "academic dishonesty," seemed to taunt her. She found her gaze darting towards the door, as if the university's authorities were about to burst into her room.

She took a shaky breath, then another, trying to regain control. Her hands shook as she reached for her phone, desperate to call someone, anyone, who could make this nightmare disappear.

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