He stared at the vacant spot, his coffee forgotten on the hood of his truck. The absence of his beloved '67 Mustang was a glaring void. His pulse hammered a frantic rhythm against his ribs. He had sworn he parked it there.

He paced the driveway, his gaze darting from the street to his house and back. The air felt thick, difficult to draw. Each breath became a shallow gasp. The thought of it gone, taken, vanished, was a sharp, piercing pain.

His phone felt like a brick in his hand. He hesitated, his thumb hovering over the dialer. He didn’t want to know. Not yet. He took a long, shaky breath and went inside, the silence of the empty house now magnified by the absence of the rumble of his car's engine.

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