The smell of freshly brewed coffee filled the small apartment, but Emily couldn't bring herself to take a sip. Her uncle, a gregarious man known for his booming laugh, had confessed to joining a Wiccan coven. She felt a knot in her stomach, a physical manifestation of her disquiet.

She stared at the steaming mug, the dark liquid swirling within. Everything felt askew, like the pieces of a puzzle she’d meticulously assembled had suddenly been scattered across the floor. She missed the comfortable predictability of before.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236