A cold sweat slicked down Daniel’s back as he waited. The mahogany table in the lawyer's office seemed to absorb all sound, leaving a heavy quiet that threatened to suffocate him. His sister, Maya, tapped a fingernail on the arm of her chair, a steady, rhythmic clicking that only served to sharpen his nerves. He hated these kinds of meetings.

The lawyer began to read. Daniel’s breath hitched as he heard about the stocks and bonds, the family farm. He was relieved, imagining a future where he could finally be free of the crippling debt he carried. His fingers were locked together so tightly his knuckles were white.

"And finally," the lawyer said, his voice dropping slightly, "to Maya…a fully operational, state-of-the-art recording studio, along with all the associated equipment and intellectual property." Daniel's shoulders slumped. He felt a wave of dizziness, a sensation of falling. Maya, meanwhile, looked absolutely thrilled.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256