The car keys felt slippery in Chloe’s grasp. She dropped them, the metallic clatter echoing in the otherwise silent garage. Across the country? That’s what Leo had said, casual as anything, while they were packing for their weekend trip. The silence in the garage was broken only by her ragged breathing.

She couldn’t quite bring herself to look at him. She stared at the overflowing suitcase and felt a chill. The weekend she had been looking forward to suddenly felt tainted, like something she could no longer savor.

She bent to pick up the keys, but the movement was sluggish. The weight of his impending departure settled upon her, heavy and unyielding.

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