The late afternoon light, usually so comforting in their cozy apartment, felt predatory as Amelia scrolled through the documents on her husband, Daniel’s, laptop. Her stomach was churning, a cold, knotted thing. She’d found it by accident, a file titled “Her Shadow.” The words on the screen, a fictionalized version of their life, resonated with an uncomfortable familiarity.

She paced the living room, the hardwood floors creaking beneath her feet. The characters' conversations mirrored their own, but the internal monologues she read, the motivations driving the "Amelia" character, were alien and unsettling. She felt a prickling sensation on her skin, as if she were being observed, even when alone.

Her fingers clutched her chest, trying to find a rhythm to her erratic breathing. She needed to understand. The book was a mirror, but one that distorted the image back at her. A harsh, unwelcome glare.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236