A bead of sweat trickled down David's temple as he replayed the photos in his mind. The strange music, the provocative poses, the unfamiliar faces surrounding his son, Alex. The revelation had stolen his appetite, his ability to focus on anything beyond this newly discovered reality.

He leaned against the kitchen counter, the cool granite doing little to soothe the heat that seemed to consume him. He felt…off-kilter. A low hum of anxiety resonated within him.

He slammed his fist on the counter, the sound sharp and violent in the otherwise silent house. What was Alex hiding? What had they missed? He felt a sense of panic rising, threatening to overwhelm him.

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