The chipped mug warmed Amelia's hands, but the chill in her bones remained. Rain lashed against the window, mirroring the storm inside her. Lately, sleep was a battlefield, dreams filled with unpaid bills and the gnawing fear of eviction. She glanced across the manicured lawns to the mansion next door. Mrs. Hawthorne, their seemingly ordinary neighbor, was always so kind, offering freshly baked cookies and a friendly smile.

Then, the moving trucks arrived. Antique furniture, priceless artwork, and a parade of silent, well-dressed movers. Amelia had watched, stomach sinking, as a grand piano, dwarfing her entire living room, was carefully maneuvered inside. The cookies suddenly tasted like ashes in her mouth. How could someone live like that, while she worried about her next meal?

The silence of her own small apartment seemed to amplify the clatter coming from next door. She gripped the mug harder, knuckles white. The contrast between her reality and theirs felt unbearable, a weight on her chest making it hard to breathe.

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