"This can't be right," Mark muttered, the words barely audible. He reread the information, his vision blurring. A wave of nausea washed over him. The meticulously crafted narrative of his life was… incorrect.

He felt a tightness in his chest, making each breath shallow. His usually steady hands were shaking so severely he could barely grip his water bottle. He thought of his parents, their unwavering love. The feeling was a sharp pang of pain.

He needed to get outside, to feel the sun on his face. The air inside felt stifling. He reached for his jacket, moving with a robotic rigidity.

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