The phone rang, shattering the peaceful afternoon. It was Mrs. Gable, her voice clipped and formal. She requested he lower the music. His face flushed. He mumbled a hurried apology, promising to comply.

He slowly set the phone back down, his hands trembling slightly. He felt a creeping discomfort spread across his chest. He turned off the speaker. The silence seemed to amplify his mistakes. He began to pace, his steps echoing in the otherwise empty room. His fingers twitched, a nervous habit.

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