The elevator ground to a halt with a shuddering jolt, and the lights promptly went out. Across from Sarah, Michael’s face was a mask of forced calm. Sarah felt a wave of nausea wash over her.

She pressed her back against the cool metal wall, trying to find some purchase against the encroaching anxiety. Her breath came in short, shallow gasps. She ran her hands up and down her arms, as if trying to warm herself.

She couldn’t stand the silence. It was eating away at her. Each creak, each groan of the machinery, fueled her growing unease. She kept glancing at the emergency phone, wishing it would ring, that someone, anyone, would hear them.

She felt like she might be sick. She swallowed hard, trying to keep it down.

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