"Are you sure this is all of it?" Leo stammered, his gaze darting from the lawyer to his sister, Sophia. The air in the solicitor's office was thick, heavy, like a suffocating blanket. His palms were slick.

Sophia, serene and composed, sat beside him, her fingers laced neatly in her lap. She wasn't even touching her tea.

The solicitor nodded, his face impassive. "For Mr. Leo, the entirety of your grandfather's stamp collection, of sentimental value, and a small plot of land.”

Leo felt a wave of nausea. He'd always admired the stamp collection, but it wasn't exactly a fortune. He'd been hoping for the family business, something substantial.

"And for Miss Sophia?" he asked, his voice a tight thread.

"Miss Sophia has inherited the family business, the controlling share in a successful oil company, and a significant amount of cash," the solicitor replied. Leo watched his sister’s lips curl into a slow, knowing smile. He felt a burning in his cheeks.

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