The notification sat there, a scarlet blip mocking her peace. Mark Peterson. He’d been the architect of her ten-year-old anxieties, the king of playground taunts. She swiveled in her chair, the sudden movement causing a dizzying rush. Her fingers hovered over the 'accept' button. No. She needed coffee. Strong coffee.

She felt the phantom sting on her cheek, a ghost sensation from a particularly humiliating dodgeball incident. Her breath hitched. The kitchen suddenly seemed too bright, the fluorescent lights harsh and unforgiving.

She decided to check his profile, of course. Photos of a wife, two kids, a perfectly manicured lawn. The saccharine perfection felt…wrong. It made her knuckles whiten. He looked… happy.

She slammed the laptop shut. Maybe she should just block him.

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