The invitation sat on Amelia's fridge, a gleaming beacon of potential disaster. Leo's party, a lavish affair at the city's swankiest new club, promised flashing lights and boisterous music. Her own, a quiet picnic in the park, felt suddenly… inadequate. She kept fiddling with the edges of the card, smoothing them over and over, as if trying to erase something. Her breath hitched in her chest.

She checked her phone for the tenth time in an hour, scrolling through Leo's Instagram. Photos of the venue, of potential caterers, of outfits. A knot tightened in her stomach. She’d spent weeks carefully crafting homemade invitations, choosing delicate floral napkins. Now, they felt insignificant.

"It's just a picnic, Amelia," she muttered to herself, her voice thin. She ran a hand through her hair, tugging gently. The thought of all the people, the potential for comparisons… it was overwhelming. She'd chosen the park for its tranquility. Now, the quiet seemed suffocating.

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