The drive to the clinic had been torturous, a never-ending stretch of road punctuated by stoplights and delays. The air inside the car felt thick, heavy, as though filled with static electricity. She tapped her fingers against her leg, a frantic rhythm. The impending appointment was a dark cloud hanging over her.

She had to walk through the waiting area. A man sat there, his head in his hands. He looked up, and she saw the same expression of dread. He looked as though he'd been given a death sentence, and that's precisely how she felt.

β€œTough day?” she asked, her voice cracking.

"You have no idea," he replied, and for the first time in a while, she felt less alone.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256