Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She’d been up all night, staring at the ceiling, replaying the argument with her sister. Now, the tow truck was gone, the empty space on the gravel a gaping wound. The note on the gate, a stark white rectangle, felt like a slap. “Illegally parked.” Her own driveway. It seemed like the universe was conspiring against her, adding insult to injury. She ran a hand through her hair, the strands tangling around her fingers, reflecting her own internal mess.

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