He stared at the screen, the notification shimmering with an unwelcome glow. His carefully crafted plans, the dreams of studying abroad, the freedom from debt—all of it seemed to evaporate in an instant. He felt a cold dread creep into his bones, and his vision swam.

He slammed his fist on the desk. The cheap particleboard barely shuddered. He got up and began to walk in circles, clutching his head like it would explode. His heart hammered a frantic rhythm against his ribs. He needed air.

He stumbled out of his room and into the hallway. The scent of stale pizza and unwashed laundry assaulted his nostrils, but it was nothing compared to the suffocating feeling within him. He needed to be alone. He needed to think. But his mind was a storm of worry.

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