The hidden folder named "Investments" stared at Robert from the dusty depths of his wife, Claire's, old laptop. He had been looking for a document, a simple spreadsheet, but the folder had caught his eye. His pulse quickened. He clicked, and the screen illuminated a world of financial details he'd never known existed.

He felt the familiar pressure in his temples intensify. He felt like he was suffocating. Claire always handled the finances, but he thought they were on a shared journey. Now, it felt like she was a phantom, moving in the shadows. He felt a sting, a burning sensation in his stomach.

He ran his hand over his face. He felt a terrible need to know everything, to uncover every secret. He closed the laptop and felt a tremor throughout his body, as if he had just run a marathon.

He walked over to the kitchen sink and splashed cold water on his face, as if that would wash away the disquiet that had overtaken him. The water did nothing to soothe the turmoil within.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256