The silence in the car was deafening, amplified by the rhythmic swish of the windshield wipers. It had been like this for days. He, glued to his phone; she, adrift in a sea of suspicion. She found a lipstick stain on his collar. A message on the phone, deleted. Her hands gripped the steering wheel so hard her knuckles were white. The world around her seemed to shrink, focusing only on the phantom conversations that played out in her mind. Every red light was a reminder of the standstill she was in, trapped and unsure of where to go.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236