He had always been so careful, Thomas. A penny pincher, a saver. But this? A separate account, brimming with cash she never knew existed. Sarah’s palms began to sweat. She paced the living room, the Persian rug feeling uneven beneath her feet.

She kept replaying the last argument, the one about the new car. He’d said they couldn’t afford it. Now, it felt like a deliberate lie. Anger prickled at the back of her throat. Maybe he was planning something she didn't know about. A new life? Another woman? The thoughts swirled, dark and unwelcome.

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