It felt like someone had punched Amelia in the gut. The doctor, normally so calm and collected, was now stammering apologies. The test results, Amelia’s own tests, were mixed up with someone else's. The implications were horrifying.

Her vision blurred. She felt a profound sense of wrongness, as though the very fabric of reality had been altered. She squeezed her eyes shut for a moment, then opened them again, desperate for clarity. She needed to think, to understand. But the thoughts wouldn't coalesce, her mind a scrambled mess. "So… what now?" she whispered, her voice barely audible.

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