He had been having a bad day. The package arrived as a final, cruel punctuation mark. It was addressed to "Richard," the name of the man who had lived here before him, a man he knew nothing about. He slammed the door, his jaw tight.

He threw the mail on the table. The insistent flutter of the wind against the windows seemed louder than usual. He ran a hand through his hair, his fingers tangling. He felt a prickling sensation on his skin, an internal restlessness that he couldn't quite name.

He picked up a phone book. He found no listing for Richard in this area. He looked over his shoulder. The package sat, unopened, on the table, a dark presence. He considered calling the authorities.

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