The old photographs, retrieved from the dusty depths of a forgotten trunk, were a time bomb for David. The family lore had painted his uncle as a loving, devoted husband and father. The pictures revealed another truth, however. His uncle, in the photos, was arm in arm with numerous women.

David’s head pounded. He sat on the floor, the album open in his lap, and rubbed his temples. He was experiencing a growing sense of confusion. He tried to reconcile the images with the stories, but it was impossible.

He got up and began to pace. The room seemed to shrink around him, the walls closing in. He felt a sudden urge to scream.

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