The chipped mug warmed Amelia's hands, the ceramic a stark contrast to the icy fingers of worry that seemed to have taken up residence in her chest. She stared across the crowded coffee shop, watching Liam laugh with the woman next to him. His face, the one she'd traced with her fingertips a thousand times in her memory, was animated, bright. She swallowed, the knot in her throat making it hard. He was so close, yet an ocean away. When she'd approached him, excited, bursting with a shared history, he'd looked at her with a polite blankness.

She watched him from her seat near the door, and the sunlight streaming in the window seemed to mock her. The air inside the shop felt too thick, too close. She pulled her coat tighter, as though she could wrap herself in a shield against the hollow ache that had settled within her. The coffee tasted like ash.

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