The message, from Daniel, the boy who'd poured juice on his head in the cafeteria, made his fingers tingle. For the first time in years, he felt a strange sense of vulnerability. It was as if a dark shadow had fallen over him.

He pushed his chair back from the desk, and ran his hands down his face. The familiar surroundings of his home office suddenly felt alien. He felt a sudden, profound sense of isolation.

He got up and walked to the window, staring out at the darkening sky. The anticipation of the unknown was a heavy weight. He didn't know what to do, what to say, or even what he *felt*.

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