The invitation sat on Amelia's fridge, a cheerful splash of color mocking her. Liam's party. Laser tag. She swallowed hard, fingers tracing the glossy paper. The thought of all those flashing lights, the echoing shouts… her stomach churned. It felt like her lungs were stuck, constricted in her chest. She pictured the crowded arena, the boisterous energy of everyone else, and a coldness spread through her limbs.

She had already bought the perfect gift, a vintage comic book he’d been wanting. Now she stared at it, the colorful cover suddenly seeming so distant, so unrelated to her own feelings. She bit her lip and knew, she just *knew*, she wouldn't be able to go.

The date was the same as her own. She’d sent out invitations last week. A small gathering at her house. Now the thought of facing everyone, the potential for them to not show up, felt like a physical weight she couldn't manage to carry.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293