From within a sealed trunk, she located the letter, the paper brittle and yellowed with age. The document was a draft resignation letter from her mother. The signature looked different, unfamiliar. The words spoke of a life she barely recognized, filled with decisions she had never known about.

She sat on the floor, the cold wood seeping through her clothes. The room was dark, lit only by the faint light filtering in through the crack in the door. A coldness spread through her veins. She felt a profound sense of isolation, a sudden and overwhelming detachment from everything around her.

She folded the letter, then unfolded it. A knot formed in her stomach. She felt a desperate need to comprehend what was now in her hand. The words were a puzzle, and she didn't know the answer.

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