The slam of the front door was like a gunshot in the still evening air. Sarah gripped the worn wooden spoon tighter, knuckles white against the grain. Her neighbor, Mr. Henderson, stood on her porch, a frown etched deep into his weathered face. He’d mentioned the music again.

A knot formed in her stomach. Sarah’s hands started to tremble, sending a spray of tomato sauce across the counter. She muttered an apology, her voice barely a whisper, as she wiped it away with a dishcloth. All she wanted was to finish making dinner.

The scent of garlic filled the kitchen, a poor attempt at distracting from the accusation hanging in the air. The music, a comforting indie playlist, was nothing but a nuisance to him, apparently. She sighed, pushing the volume down, letting the silence swallow the familiar melody.

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