The invitation sat on Amelia's fridge, a cheerful splash of color promising laughter and cake. It was for Chloe's birthday, the same day as Amelia’s. The coincidence felt… pointed. She’d known Chloe since kindergarten, and now, suddenly, this? A chill prickled down her spine.

Amelia kept glancing at the clock, the second hand a relentless, accusing eye. She’d spent weeks meticulously planning her own party, and now this. Every text message from her guests, previously a source of excitement, now felt like a coded signal. Were they *really* coming to her party?

She double-checked the guest list. A knot tightened in her stomach. The party supplies were scattered across the living room, a brightly colored monument to her anxiety. She started rearranging them, obsessively, as if their order could somehow prevent a disaster she couldn’t name. The door creaked. She jumped.

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