The painted wooden box felt heavy in her arms. Amelia sank to the ground, legs suddenly weak. She felt lightheaded, as if the world was tilting. This should not be happening.

Inside, a collection of childhood trinkets: a chipped teacup, a well-loved stuffed rabbit, and a single, dried rose. A wave of disorientation washed over her. She knew these objects in some way, and yet, they were from a past she couldn't access. She felt herself starting to panic.

She wanted to run, to scream, to just… disappear. She hugged the box to her chest, the wood digging into her skin. The silence of the woods felt deafening, pressing in on her from all sides.

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