The phone rang, jolting Noah from his uneasy contemplation. He stared at the screen, momentarily forgetting the reason he was so unsettled. He let the call go to voicemail. He had no energy for small talk. The knot in his stomach tightened with each unanswered ring, a silent accusation.

He leaned back in his chair, the office chair creaking in protest. He glanced at the stacks of bills on his desk, the looming shadow of debt. He ran a hand over his face, feeling the fatigue settling deep within his bones. He had to be strong, he told himself, but the words felt hollow and thin.

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