The house felt too large, the silence too profound. The move had been a desperate attempt to outrun the memories, but they clung to her like shadows. She felt the pressure in her chest, a constant, dull ache that seemed to worsen with each passing day.

She was exploring the garden, trying to find some peace, some respite from the emotional storm raging inside her. She stumbled upon a weathered shed, neglected and forgotten. Inside, hidden behind a loose brick in the wall, was a door.

The room was small, containing a single, empty rocking chair. The absence of something, of someone, seemed to press down on her, creating a suffocating sensation.

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