The doorbell's ring reverberated through David's small apartment, a sharp, unwelcome intrusion. He nearly jumped out of his skin. He’d never intended to meet Emily. Their connection, built on shared anxieties and late-night gaming sessions, was confined to the digital realm. Now, she was here.

He took a shaky breath, his throat constricted. His pulse thrummed erratically in his ears, drowning out the insistent ringing. His hands felt numb as he reached for the peephole.

He peered through, his vision momentarily blurred. The world seemed to tilt on its axis. He pressed his back to the door, suddenly feeling too exposed, too vulnerable. Every shadow in the hallway seemed to lengthen, becoming ominous.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309