The new intern, Emily, followed David around the warehouse with a notepad, her steps echoing his. His back ached, a constant throb that radiated from his shoulders down to his lower back. He could feel sweat gathering on his brow even though the warehouse floor was chilly. This job, the one he'd held for almost two decades, was his. Or at least, it *had* been.

He felt the sting of a headache starting to build behind his eyes. He stopped, leaned against a stack of boxes, and ran a hand over his face. The paperwork he had to complete was enormous and the task ahead of him was even worse. โ€œAlright, Emily, this is the inventory system,โ€ he mumbled, his throat suddenly dry. His stomach churned. It felt like everything he knew was being erased before his eyes.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236