The email was short, curt. *“Your information was disclosed. Please contact us.”* He slammed his laptop shut, the abrupt action echoing through his otherwise silent apartment. His heart hammered against his ribs. He felt a sudden, suffocating pressure in his chest.

He got up and started pacing. Back and forth, back and forth, the worn rug under his feet offering no comfort. He stopped at the window, staring out at the city lights, the blur of passing cars. This was a nightmare. He replayed every conversation he had had with his doctor. He had to know everything was still okay.

He checked his phone. No calls. No emails. He needed a distraction. But what could distract him? He opened his laptop again, but the words swam before his eyes. He poured a drink, left it half finished. The feeling in his chest intensified.

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