The vibrant colors of the art gallery felt muted, the paintings blurred. The announcement, a whisper in the echoing space, had left her feeling disconnected, adrift. She kept replaying the conversation in her head, dissecting every word, searching for hidden meanings, for clues. She took deep breaths, trying to center herself, but her chest felt tight, constricted. Every face seemed to stare, to judge. She wanted to run, to escape the suffocating feeling that she was being observed. She bumped into someone, apologized profusely, and then quickly moved away.

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