The small, beige envelope sat innocuously on the kitchen counter. Inside, a statement for an account she’d never seen before, and the balance was shocking. It was a secret her husband, George, had kept meticulously hidden. Clara felt a strange, hollow ache in her chest.

She went outside to the porch swing, the late afternoon sun warm on her skin. She kept thinking about their shared dreams, the promises they’d made. She couldn't shake the feeling of being played, of being a fool. She watched the birds flitting in the trees, wishing she could understand.

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