The feeling was a persistent hum of anxiety. The drawings were everywhere – on the refrigerator, on the walls, on the kitchen table. Her nephew, little Leo, was obsessed with this creature, "The Crawler." The artwork depicted a grotesque, insectile being, a mirror image of the friend she had buried years ago. A shiver ran down her spine every time she saw it, a visceral response to a memory she’d spent years trying to suppress. She felt as though the past was reaching out, its grasp tightening.

Sleep eluded her. She lay awake, listening to the creaks of the house, her heart pounding in her chest. She found herself checking under the bed and in the closet before she went to sleep.

Her husband asked what was wrong. She just stared at 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