The letter arrived on a Tuesday, the most ordinary of days. Emily opened it, expecting a bill. Instead, she found a carefully worded message from a law firm, informing her that she had a half-sister. She felt her heart leap into her throat, a physical sensation. She reread the words, the reality hitting her like a blow.

She dropped the letter on the kitchen counter, the stark white a harsh contrast to the colorful tiles. The kitchen itself felt unfamiliar, the simple tasks of her morning now utterly impossible. She needed to do something, anything.

She cleaned the already spotless kitchen, scrubbing surfaces with a force she didn't know she possessed. The physical exertion didn't help. The thoughts kept swirling, the questions unanswered, the uncertainty a heavy weight. She couldn't focus.

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