“Become fluent in Italian.” The list was tucked inside a book, a love letter to a life she hadn’t mentioned. He felt the blood drain from his face. His heart hammered against his ribs. It was as if a stranger had taken up residence in his home.

The air in the room felt thick, heavy. He couldn't shake the feeling of being watched, of being lied to. He felt a creeping dread, something he could not name. He felt the urge to destroy the list, to burn it, to erase the evidence.

He found himself wandering aimlessly through the apartment, as if looking for something he couldn't name, some hint of the person he thought he knew.

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