She’d spent weeks agonizing over the guest list, meticulously crafting the perfect email, checking and rechecking every RSVP. Now, the carefully constructed facade of composure she'd built crumbled. A single phone call, a hushed voice, and it was all gone. Tears pricked at her eyes, but she blinked them back, refusing to let them fall. Her fingers drummed a rapid tattoo against the kitchen counter, a staccato beat mirroring her racing pulse.

The house, once filled with the promise of laughter and celebration, now felt cavernous and empty. She ran her fingers through her hair, tangling the strands. The carefully chosen decorations, the vibrant balloons, the streamers – all felt mocking. She wished she could just sit and do nothing. But the need to do something, anything, propelled her into action. She had to take the decorations down.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256