The air in the living room felt thin, difficult to breathe. Michael felt a sudden urge to pace, but instead, he sat rigidly on the sofa. His sister, Jessica, had just declared her intention to become a Wiccan. He forced himself to take a slow, deep breath, trying to calm the frantic beating of his heart.

He tried to keep his voice steady. "So…you're saying you're leaving the church?" The words were barely a whisper. He felt a profound sense of…displacement.

He pictured his parents' faces, their reactions. He knew how important their faith was to them. This news was a tidal wave threatening to sweep away everything they held dear. Michael felt a chilling premonition, a sense of impending disruption.

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