The antique key felt slick in Leo’s palm, almost as if it were sweating. He jiggled it in the lock of the front door, the metal groaning in protest. He hadn't been to this house, his grandmother's, since… well, since everything. A tremor ran through him. He glanced back at his sister, Maya, standing a little distance away, her arms crossed. This was a lot.

The house smelled of dust and something floral, like dried potpourri. He took a hesitant step inside. He remembered the creaking floorboards, the way the sunlight would stream through the stained-glass windows in the dining room. It felt different now, heavy with unspoken things.

He wasn't sure he could do this. He had to though. For Maya, he told himself.

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