The silence in the room was deafening. John sat alone in his room, the house silent. He reread the information for the hundredth time. He felt a knot in his stomach, a knot he couldn't loosen. His heart pounded. The implications were overwhelming.

He got up and started pacing. He felt a frantic energy he couldn’t contain. The air in his room felt thin, insufficient. He felt trapped. He ran his hand over his face.

He had to tell someone, but who? The thought was overwhelming. He sat down, burying his face in his hands. He felt suddenly, intensely alone.

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