"Just breathe," Mark muttered under his breath, repeating the mantra to himself. He’d found the account while trying to change the Wi-Fi password. It was a digital landmine, detonated in the quiet of their living room. His daughter, Chloe, was suddenly someone he didn’t recognize.

His palms were clammy. He could feel sweat trickling down his back. The images on the screen – Chloe in a black dress, a harsh expression on her face – seemed to vibrate before his eyes.

He pressed his lips together, forcing back the rising panic. He didn't know what to do, how to talk to her. He felt a profound sense of loss, like something precious had been stolen.

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