The box appeared on the porch on a Tuesday, amidst a pile of recycling. It was addressed to "Ms. Eleanor Blackwood," a name that sent a jolt of something unpleasant through Emily. Eleanor Blackwood, the previous owner, a woman shrouded in local rumor. Emily’s skin became cold, her fingers felt numb.

She should leave it. She should ignore it. She should have the delivery service return it. She began gathering up the mail, her movements jerky. She walked to the trash can and threw her junk mail inside, hesitating before turning back to the package.

She went back to the kitchen, where she poured herself a cup of tea, but the scalding liquid offered no comfort. She watched the package, a dark shape on the porch. The world became very silent.

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