"Are you sure this is the place?" Liam asked, his voice barely a whisper. He fidgeted with the strap of his backpack, a nervous habit he hadn't outgrown. His sister, Sarah, pointed silently at the empty space.

He'd imagined this reunion for weeks, but the sight of the bare earth sent a wave of nausea through him. He felt his face flush hot, then cold. Heโ€™d come expecting the familiar embrace of the towering pine heโ€™d planted with his grandmother.

He took a step forward, then another, his feet feeling heavy and uncertain. He circled the area, his eyes darting back and forth, as if searching for some hidden remnant of what had been. The silence was deafening.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228