She found her hands clammy. The phone call with her neighbor, Mr. Davis, had ended minutes ago, but the echo of his stern voice still reverberated in her ears. She felt a burning sensation in her cheeks. He'd been very direct, almost accusatory.

She looked at her reflection in the window, her features tight, almost distorted. She ran a hand through her hair, attempting to smooth the strands. She felt the urge to pace, needing to expend the excess energy coursing through her body. The air inside the room seemed suddenly thick and close.

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