The professor’s words hung in the air, heavy and accusatory. “Mr. Thompson, it appears there’s been… a duplication.” John's jaw clenched. The research paper, the one he had spent months perfecting, felt as though it was on fire in his hands. He felt a throbbing ache behind his eyes.

He squeezed the bridge of his nose, trying to ground himself. His palms were slick with perspiration. The other student, Emily Carter, was smirking, her eyes glittering with a triumphant light. He fought the urge to shout, to defend himself.

The professor was saying something about plagiarism, about consequences. John's vision tunneled. This was it. Everything he had worked for - his grades, his future - was about to be obliterated. He found himself unable to meet the professor’s gaze, shame and dread washing over him.

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