Liam stared at the print copy of *Quantum Physics Today*. His name wasn't on the cover. A wave of nausea hit him. It wasn't just *not* his name; it was a name he'd never seen before, a Dr. Anya Sharma. He felt a throbbing ache behind his eyes, a sensation of being utterly unmoored.

He ripped the magazine in half, the paper tearing raggedly. He imagined the editor’s smug smile, the colleagues who’d brushed him aside, all of them reading *his* breakthrough under someone else's byline.

He paced his tiny apartment. The air felt thick, difficult to breathe. He threw the shredded magazine into the trash, the act barely registering as cathartic. How was he supposed to get his research noticed now? The door slammed in his face.

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