The doorbell rang. She froze. Her breath caught in her throat. She peered through the peephole, heart hammering against her ribs. No one. She slowly, cautiously, opened the door, a sliver at first, then wider. Empty. Just the hallway. A chilling draft swept through the apartment, raising goosebumps on her arms.

She had spent the whole day preparing, baking, cleaning. Now, the carefully crafted decorations felt like a trap. The scent of vanilla and cinnamon, which she had found comforting mere hours ago, now threatened to choke her. She slammed the door, latching it quickly, turning the deadbolt.

She went to the phone and called her best friend, who was supposed to host the party, but she got her voice mail. She hung up without leaving a message. She felt the tears welling up in her eyes.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434