The cursor on her laptop screen jittered as she scrolled. Her breath hitched in her chest each time she saw the photo of the porch swing, the one she’d spent hours on as a child. A cold sweat slicked her palms, despite the coolness of the air conditioning. The listing had been live for all of 48 hours. She bit at her lip, a habit she'd thought she'd broken years ago, as she clicked through the virtual tour.

Her stomach churned, a knot twisting tighter with each room she viewed. The new owners had gutted the kitchen. Gone was the wallpaper her mother had painstakingly chosen, replaced with sterile, stainless steel appliances. She slammed the laptop shut with a loud click, the sudden silence amplifying the pounding in her ears.

Later that night, she found herself driving. She hadn’t planned it. Her hands were gripping the steering wheel so tightly her knuckles were white. The headlights sliced through the darkness, illuminating the familiar streets. Her house sat a block away, its windows dark. She sat in the car for a long time, not moving, not breathing.

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