He slammed the front door harder than necessary, the sound reverberating through the empty house. Mark hadn't wanted to move, not really. But the price was right, the location perfect. Now, the glossy brochure's promises of "peace and tranquility" tasted like ash in his mouth. He found himself pacing, the rhythmic thump of his boots against the hardwood floor a counterpoint to the silence. His vision blurred when he re-read the report: A woman, strangled in the master bedroom. He couldn’t shake the feeling of being watched, an invisible weight pressing down on him.

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