The notification popped up on Liam's phone: “Your DNA results are ready.” He flinched, as if physically struck. He had been so sure, so certain of his roots. Now, he was adrift in a sea of unknown possibilities.

He ran a hand through his hair, the gesture more frantic than calming. The air in his small apartment seemed heavy, thick. He couldn’t seem to catch his breath. He had to get out.

He threw on a jacket and headed for the door, not sure where he was going, only knowing he had to move, to escape the crushing weight of the revelation. His steps quickened as he walked, his thoughts a chaotic jumble.

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