Rain hammered down, mirroring the drumming in Elias's chest. He stared out the kitchen window, at the gnarled oak that had always been Mrs. Gable's pride and joy. Now, it was sprawled across her lawn, a tangled mess of broken branches. His stomach churned. He hadn't slept well in weeks, the anxieties clinging to him like damp wool. He grabbed the phone, hesitating. Should he offer help? He hadn't spoken to her in months.

He turned from the window. The sourdough starter bubbling on the counter, a task he usually found meditative, now felt like a chore. The yeast’s rhythmic activity seemed to mock his inner turmoil. He paced the small kitchen, his hands shoved deep into his pockets.

He sighed, picking up the phone again. He dialed Mrs. Gable’s number, but his hand froze just before he hit send. Maybe she was fine. Maybe she didn't need him. He stared at the phone. He felt like his own tree, about to snap.

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