He checked the time, again. He needed to be at the airport in under two hours. The absence of his SUV was a gaping hole in his plans. His breath quickened, a desperate effort to grasp the fleeting moments before his departure.

He ran back inside, his movements jerky, frantic. The phone was the enemy, yet also the only friend. Each ring echoed through the silent house, amplifying his apprehension.

He could feel the sweat beading on his upper lip. The image of the flight slipping away consumed his thoughts, his mind battling the growing awareness of the unexpected complication. Each tick of the clock was an attack, taking chunks of his time.

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