The U-Haul rattled, each bump a jolt that echoed in David's chest. He stared out the passenger window, past the overflowing boxes, at the familiar suburban landscape. The houses, once beacons of childhood comfort, now loomed like judgemental sentinels. He ran a hand over his freshly shaven head, a nervous habit he'd picked up recently.

He hadn't told his parents exactly *why* he was back. The details of the job loss, the unraveling relationship, felt too weighty to unpack right now. It was easier to offer a vague "temporary adjustment" explanation.

His stomach clenched as they pulled into the driveway. His mother was already on the porch, a wide, strained smile plastered across her face. He caught her eye and forced a mirroring expression, a mask he wasn't sure he could wear for long.

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