The constant drumming of her foot against the floor was a frantic counterpoint to the upbeat music blasting from Liam’s earbuds. Amelia watched him, her mind buzzing with a thousand contradictory thoughts. He was so excited about the idea of a bearded dragon. She, on the other hand, felt a chill creep into her bones.

Their apartment, small but cozy, had always been her refuge. She savored the quiet mornings, the tidy surfaces, the consistent temperature. The thought of a terrarium, filled with crickets and basking lights, filled her with a sense of unease. She imagined her tranquil sanctuary transforming into a hot, buzzing, and potentially smelly habitat.

Her heart thumped hard against her ribs. She couldn't tell Liam how unsettling it was, not yet. He wouldn’t understand. She took a deep breath, trying to steady herself.

“So, what kind of care does it need?” she asked, her voice sounding strained.

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