"Ugh, this is so weird," Maya muttered, staring at the screen. Her history teacher, Mrs. Chen, had just started following her. A cold sweat beaded across her forehead. The timeline of her last few weeks flashed before her eyes: a drunken party, some edgy political opinions shared, a few questionable selfies.

She grabbed a blanket and pulled it tightly around herself, even though it wasn't cold. Her mind raced. The lecture on the Battle of Hastings felt like it was happening a million miles away. She pictured Mrs. Chen sitting at home, scrolling through her feed, judging, criticizing.

During the break, she avoided Mrs. Chen in the hallway, quickly ducking into the library. She found herself scanning the rows of books, a dizzying feeling creeping up inside her, a feeling of being trapped.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290