He stared at the dented tin, unearthed from beneath the oak tree. The label, yellowed with age, read, β€œTo the Future.” Michael's stomach churned. He hadn't a clue when he'd hidden this. He felt a cold dread creeping into his bones.

He picked at the rusty latch, his fingers clumsy with a strange unease. Inside, a cassette tape, a handwritten note, and a small, tarnished silver locket. He recognized nothing. His pulse quickened. He hated not knowing.

The words of the note swam before his eyes. He squeezed them shut for a moment. He glanced around his yard, then back at the box. He took a few shuffling steps toward his back door, as if trying to find his way out.

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
πŸŽ‰-0.233
happy-0.231
"-0.228