The gallery owner's voice was a cheerful drone, but Clara couldn't focus. Her stomach clenched, twisting itself into a tight knot. The opening night buzz felt distant, muted. She excused herself, muttering something about fresh air, and stumbled outside. The cool night offered little comfort.

She'd seen the Instagram post earlier that day. A stranger, a perfect stranger, with her swirling, abstract landscape permanently inked across their forearm. The vibrant colors she'd spent months perfecting, now a permanent fixture on someone else's skin.

Clara kept pulling at the hem of her dress. The fabric felt rough against her clammy palms. She wished she had never put her work out there in the first place. This was a nightmare. This was too much.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228