A bead of sweat trickled down Daniel’s temple. The official-looking envelope, with its embossed crest, sat on his desk. He stared at it, unblinking, the words "Private and Confidential" staring back at him. His stomach churned. He hadn't wanted this. He hadn't asked for it. The past, he thought, should stay buried.

He kept glancing at the clock, each tick echoing in the sudden quiet of his office. He felt a sudden, inexplicable urge to jump up and pace. He should have eaten something. He should have called his wife. He probably should have opened the damn letter. Finally, with a sigh that seemed to deflate his lungs, he reached for it.

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