The digital clock on the bedside table glared back at him. It was 3:17 AM. James had been tossing and turning for hours. He’d discovered the account yesterday afternoon, hidden in a password-protected file on his wife, Olivia’s, laptop. The balance was almost… insulting.

He pushed himself up and walked over to the window, staring out at the inky blackness. He felt the sting of betrayal, the sharpness of the unspoken questions that now filled his mind.

He sat on the bed again, and now he was getting a headache. He wondered if this was the beginning of the end. He lay back down, but sleep seemed impossible, and so did the idea of facing Olivia in the morning.

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