The party was in full swing, but she felt detached, adrift in a sea of laughter and conversation. The new girl, Lisa, was the talk of the evening, especially because of the exciting job she had and her stories about the work. Lisa seemed to be the focus of the event and the center of attention.

She kept catching herself staring at Lisa, analyzing her every move. She felt the sudden need to escape the room. The music, the lights, the boisterous chatter – all of it seemed to amplify the sense of unease that had settled over her. She excused herself.

She took a walk outside, trying to calm herself, but the feeling lingered. She walked away from the house in a hurry. She looked at the moon, and noticed how alone she felt.

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