“See, Aunt Sarah? He’s playing hide-and-seek!” little Olivia chirped, pointing at a drawing of a boy with a wide, toothy grin. Sarah’s breath hitched. She forced a laugh. The boy in the drawing was, undeniably, "Skitter," the imaginary friend who had haunted her childhood.

The familiar sensation of being watched returned with a vengeance. She avoided the nursery, the laughter of the children grating on her nerves. Her shoulders were perpetually tense, her jaw clenched.

One afternoon, Olivia brought her a drawing. Skitter was standing behind her, his hand on her shoulder. Sarah's world tilted.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354