The world seemed to spin around Ethan. He sat on the park bench, the notification on his phone radiating like a searing brand. "Withdrawn...scholarship...ineligibility." His breath caught in his throat. He’d made plans. He'd booked his flights. He had arranged his accommodation. All of it was now a crumbling illusion.

He squeezed his eyes shut, trying to fight back the overwhelming feeling of dread. He felt like he was underwater, struggling for air. The thought of telling his friends, his family, was unbearable.

He wrapped his arms around himself, trying to contain the tremors that racked his body. He stared at his feet, lost in a swirling vortex of worry. He needed to be alone. He stood up, and stumbled away, the setting sun casting long shadows that seemed to mock his every step.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258