He had been staring at the ceiling for what felt like hours. Each creak of the old house was amplified, making him jump. The note, tucked under his door, felt heavy in his pocket. It demanded quiet.

His chest felt tight, constricted. He ran a hand through his already messy hair, leaving it standing on end. He hadn't meant for things to get out of hand. The drums weren't loud, he didn't think.

He closed his eyes. The imagined rhythm of the drums, the insistent beat, echoed in his skull. He should just stop. It was the only way to avoid another confrontation. He felt a deep, uncomfortable ache in his gut.

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