He was trying not to think about the phone call, the one he had been dreading all day. He had been putting it off, hoping the anxiety would pass. Then, he saw it. The bear he had called "Stuffy".

His breath caught in his throat. He felt lightheaded. His palms were slick with sweat. He swallowed hard. It was just a bear, but it was also a reminder of happier times, times that felt so very far away. He felt the cold seep into his bones.

“How much?” he asked, his voice sounding strangely foreign to his own ears. The elderly woman running the sale squinted at him over her glasses. He felt like he would break down.

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