She found herself making up stories, elaborate narratives to explain the essay’s presence online. She imagined scenarios where it was a mistake, a clerical error, a simple misunderstanding. She practiced her lines in the mirror, rehearsing excuses, justifications, and pleas for anonymity. She called her parents, her voice strained, and asked them to read the essay, to tell her if it were too revealing. Each passing day felt like a countdown, and her anxiety grew with each tick.

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