It appeared in her new apartment, delivered without explanation. The box was small, wooden, and intricately carved. Her name was etched on the lid, along with a date from a past she couldn't grasp. A feeling of dread took hold of her.

Her breath hitched as she opened the box. Inside was a single, dried rose, a small, silver key, and a folded piece of paper. She felt the blood drain from her face.

The rose crumbled at her touch. The key felt cold and alien in her hand. She stared at the paper and unfolded it; it was a map, and she didn’t know where it led, just that it felt important.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290