The artwork, bold and bright, filled the living room. Her sister’s daughter, Rose, was quite the artist. And in nearly every creation was a character, a tall lanky individual with a perpetual, almost predatory grin. The character's name was "Shadow," and the resemblance to her childhood companion was uncanny.

She found herself flinching at the slightest noise, jumping at sudden movements. Her sleep was disturbed, filled with dark, twisted imagery. The familiar feeling of helplessness returned, a suffocating blanket she couldn't shrug off.

One day, Rose showed her a drawing. Shadow was standing in the doorway, his arm outstretched. She felt a cold dread, and the beginning of a smile on her own lips.

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