The air inside the house felt thick, pressing down on David. He kept glancing at his sister, Sarah, whose face was a mask of practiced calm. But he knew her well enough. He knew she felt this too.

He ran his hand along the peeling wallpaper in the hallway. He recalled his grandmother's laughter echoing in these rooms, and now that laughter was gone. The silence felt deafening.

He pictured the bills, the repairs, the sheer weight of it all. He bit down on his lip, his teeth digging into the soft flesh. He didn’t know how they were going to do this.

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