Her palms were slick against the steering wheel. Sarah gripped it so hard her knuckles were white. The pet shop's brightly lit windows seemed to mock her with their cheerful displays of chirping birds and playful puppies. Ben, her roommate, was inside, already engrossed in conversation with a pet store employee. The idea of getting a dog had seemed so appealing when Ben first brought it up. Now, standing on the sidewalk, every cell in her body felt electrified.

She hadn't realized how much she relied on the quiet rhythm of their shared space. Their apartment was a sanctuary, a carefully constructed haven from the outside world. A dog – a living, breathing, slobbering entity – would disrupt everything. He'd bark, shed, need walks in the rain, and demand constant attention.

Sarah felt a tightening in her chest, a feeling that she was about to be completely overwhelmed. The thought of losing control of her environment brought on a wave of dizziness. She considered turning and fleeing, pretending she'd forgotten something. But Ben would be disappointed.

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