The courtroom was packed, the hushed murmurs and rustling papers making Grace feel even more exposed. She wrung her hands in her lap, her stomach churning with a mixture of dread and anticipation. Her brother, Ethan, sat beside her, his expression carefully neutral. He was trying to be calm.

The lawyer’s voice was a dull monotone, reciting the terms of the will. The house, the stocks, the family jewelry…Ethan. She barely listened, the blood thrumming in her ears.

Then came the announcement. “And to Grace, the family's collection of classic cars, including a fully restored 1957 Thunderbird and a 1965 Mustang.” The room seemed to tilt. Grace was astonished, and felt a rush of heat and a sudden, inexplicable tightening in her chest. Ethan looked utterly bewildered.

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