The cardboard box sat on the doorstep, mocking him. He’d lived here for six months, and this was the first package addressed to…her. Amelia Finch. The old tenant. He snatched it, the paper tearing roughly, and hauled it inside, slamming the door. His heart hammered a rapid tattoo against his ribs. He didn't recognize the return address. His fingers trembled as he ripped at the tape.

He dumped the contents onto the kitchen table. Inside were photographs. Dozens of them. Smiling faces, a family, a beach. He felt a cold wash over him, as though he’d stepped into an icy stream. He quickly re-boxed the photographs, shoving them back in, and taped it with shaking hands. What should he do? He paced the length of the kitchen, his breath coming in shallow gasps.

He had to get rid of it. But how?

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