John felt a coldness spread through his extremities. The sudden stop of the elevator had startled him, but now the silence was worse. He ran a hand through his hair, leaving it standing on end. "Hello? Is anyone there?" he called out, his voice tight.

He glanced at Maria, his coworker, whose face was pale. He attempted a smile, but it felt wooden and unnatural. The fluorescent lights flickered, casting a dancing shadow, and the air grew thick with a sense of impending doom.

“Everything is going to be alright,” he assured her, though he wasn’t sure he believed it himself. His stomach twisted with a familiar knot. He pulled out his phone, knowing there wouldn't be a signal, but he couldn't stop himself.

He fidgeted, pacing the small space, his gaze bouncing from the control panel to the ceiling, searching for any sign of hope or help. The minutes stretched into an interminable wait, and each ticking moment amplified his unease.

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