He slammed the notice onto the chipped kitchen table, the sudden noise making him jump. It was a formal document, thick and official-looking, and a cold dread coiled in his gut. His pulse quickened. He felt the blood draining from his face.

“Not again,” he muttered, his voice raspy. He ran a hand through his already dishevelled hair. The walls seemed to close in, the air thick with unspoken threats. He needed to call someone, anyone, who could offer some kind of solace.

He grabbed his phone, his fingers fumbling with the screen. Names blurred before him. Who could help him? Who wouldn’t judge? The weight of it all pressed down on him, stealing his breath. He had to figure this out, and fast.

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