The hammering started early, a rhythmic thud that sliced through the morning silence like a physical blow. He shot out of bed, his heart thudding against his ribs. He felt a sharp, stabbing sensation in his chest.

He rushed to the window, peering through the gap in the blinds. He wanted to shout, but no sound escaped his constricted throat. The sight of the workers, already well underway, made his vision blur.

His hands shook as he stumbled for his phone, fumbling with the buttons. He had to stop this, even if he didn’t know how. He took a shaky breath, dialed the number, and then abruptly hung up. He couldn't do it.

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