The old record player, dusty but intact. Amy, a music lover, was thrilled. She spent the next hour cleaning it, eager to try it out. The first record she found was a jazz album.

The needle dropped. The music started. She didn’t like the music. It was too loud. It didn't sound right. She changed the record. Another song, another album, same result. The music seemed to be speaking to her.

She unplugged the record player, her hands shaking. The music was still in her head. She stood in the middle of the living room, listening. She felt like the house itself was humming, a low, ominous vibration. She turned off the lights and sat in the dark.

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