He picked at the corner of his desk, a nervous habit he hadn't indulged in years. George watched as the intern took copious notes. Every detail, he assumed, was being recorded, analyzed, and filed away for his own demise. He looked around.

"Now, the order process is fairly straightforward," he began. His throat felt tight. He had been with the company for twenty years.

The room was filled with the rhythmic hum of computers, but he felt an internal cacophony. His heart pounded in his chest, a frantic drumbeat of something akin to fear. This entire thing felt cruel.

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