The sunlight streaming through the window seemed to mock Arthur’s mounting agitation. He'd stumbled upon the photos while sorting through his father's belongings. His father, a staunchly moral man, had always preached the importance of honesty and integrity. But in the photos, there he was, laughing with a woman who was definitely not his mother.

A cold wave washed over Arthur. He felt lightheaded, his vision blurring. The comfortable world he thought he knew was tilting, threatening to spill him into an unknown abyss. He sank into a chair, the floorboards creaking under his weight.

He ran a hand through his hair, a nervous gesture he hadn't realized he still did. The air in the room was suddenly thin, making it difficult to breathe. The pictures felt like a physical assault.

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