The knot in her stomach tightened with each passing second. She watched as Michael, her supposed financial advisor, emerged from a tiny apartment building, carrying a box overflowing with groceries. He always talked about the big deals he was making and the luxury he was experiencing. That's what he had told her, at least. He hadn’t noticed her standing across the street, hidden in the shade of a large oak tree. She wanted to call out, to ask him, but her voice failed her. She felt a cold sweat break out across her back.

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