The email notification pinged. Emily, barely able to control herself, quickly clicked on it. It was from her husband, Mark's, bank. She wasn't supposed to know. She’d accidentally seen the email pop up on his screen a few days ago. Curiosity had been eating at her ever since. Now, a feeling of deep unease settled over her.

She stared at the balance. It was far more than she imagined. She swallowed hard, her mouth suddenly dry. He’d never mentioned saving this much. He’d always complained about money. Her mind raced with possible explanations, each one a sharp jab to her peace.

She slammed the laptop shut. Her hands shook. She felt a compulsion to move, to do something, anything, to distract herself. She stood up and began washing dishes with unnecessary force, the water cold against her skin.

She tried to rationalize it, to tell herself it was nothing. But the weight in her chest wouldn't lift. She felt a growing sense of detachment, as if she were watching her life from a great distance.

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