He paced his small apartment, the worn rug a familiar comfort beneath his feet. He picked up the phone, then slammed it back down. The online article about "Chef Antoine's Amazing Apple Tart" taunted him from his laptop screen. It was *his* recipe, the one he'd meticulously crafted, the one he’d shared with a friend who'd promised to keep it a secret.

His stomach felt knotted. The sensation made him wince, a tight, unpleasant squeeze. He ran a hand through his hair, mussing it further. Every fiber of his being was screaming at him, a frantic, insistent clamor.

He imagined the smug smile on his friend's face. He knew he should confront him, but the thought of the ensuing drama held him back. The inaction chafed at him.

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
πŸŽ‰-0.233
happy-0.231
"-0.228