The doorbell rang, and Claire's hand flew to her chest. She had a bad feeling about this, even before she saw the bouquet of blue irises. They were her grandmother's favorite flower. She opened the door, the delivery person handed her the arrangement, then disappeared without a word.

Her heart raced. Her grandmother had passed away a year ago. Claire stood frozen, staring at the irises. Tears welled in her eyes, not entirely from sadness.

She immediately began to examine the flowers. Where had they come from? Who had sent them? Every detail, every missing piece, weighed heavily on her. Her mind raced with possible scenarios, none of them good. She was deeply unnerved.

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