The weight of the courtroom was suffocating. I kept adjusting my tie, the silk feeling scratchy against my skin. My sister, Emily, sat beside me, her face pale, her hands clasped tightly in her lap. We had been estranged for years.

The judge cleared his throat.

"Regarding the estate of our parents..."

My heart hammered against my ribs.

"...to Oliver, the family's ancestral home, a collection of rare coins, and a debt-ridden farm." I felt a sudden urge to flee.

Emily watched me, her gaze unreadable.

"And to Emily?" the judge asked.

"Emily has inherited a substantial art collection, a controlling share in a global pharmaceutical company, and a trust fund worth millions." Emily's lips curved into a triumphant smile. The room seemed to tilt.

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