The attic air hung thick and dusty, catching in Sarah's throat as she hauled herself up the pull-down stairs. Each step creaked a protest, echoing the gnawing anxiety that had been her constant companion for weeks. She'd sunk all her savings into this house, a fixer-upper, hoping for a fresh start. Now, the peeling paint and leaky roof felt less like charming imperfections and more like a looming debt.

Sunlight sliced through a crack in the boarded-up window, illuminating a jumble of forgotten things. Sarah squinted, her stomach twisting. There, in a corner, sat a child’s rocking horse, its painted eyes blank and vacant. She felt a sudden, inexplicable sense of unease.

She began to rifle through a trunk, her fingers trembling slightly. Inside, she found a collection of old photographs, faces staring back at her, their smiles unfamiliar, their lives a mystery. A headache throbbed behind her eyes. Why had they left these things?

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