He kept seeing the face in his dreams. Not a monster, not a ghoul, but Janice. She was always there, in the periphery of his sleeping consciousness, a silent, disapproving presence. He'd woken up each morning with a knot in his stomach, a feeling of unease that clung to him like a second skin. He had to know if it was really her.

He found her website, a professionally designed page filled with soothing platitudes and stock photos of happy families. Her office was in a bright, airy building, a stark contrast to the shadowy corners of his memory. He walked through the door, the lobby a cacophony of gentle music and the smell of lavender.

When she opened the door to her office, he nearly recoiled. She was older, of course, but the smile, the way she tilted her head, it was exactly as he remembered. He felt his hands begin to tremble. He forced himself to sit down. He couldn't trust his voice to speak.

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