The impact had jarred Amelia awake. She'd rushed to her window, heart hammering against her ribs. Mrs. Rodriguez’s weeping willow, a symbol of serenity, was now a mangled heap, blocking the driveway. Amelia felt a cold dread settle in her stomach.

She had been avoiding her sister’s calls all week. There was an argument that they had needed to resolve. Amelia couldn’t bring herself to face the inevitable conversation. The world felt too complicated.

She squeezed her eyes shut, trying to shut out the looming sight, but it was useless. The scene was still playing across her eyelids. She needed a distraction. She forced herself to make breakfast. The eggs 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