The flickering fluorescent lights of the lab seemed to mock Elias as he stared at Dr. Aris' empty desk. A single, half-eaten granola bar sat abandoned, a testament to hurried departures. His stomach churned. He hadn't seen his mentor, his guiding star, in a week. He checked his phone again, the screen blank. No email. No text. Just…gone. Elias ran a hand through his already disheveled hair, the action a familiar ritual when facing a problem he couldn't grasp. The meticulous organization he usually took pride in seemed pointless now, the charts and graphs just a jumble of meaningless symbols. He felt a deep, pervasive unease, like a cold draft had snaked its way into his bones.

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