The world outside seemed to shrink, reduced to the cold steel walls pressing in on him. He noticed the scuff marks, the graffiti, the dust motes dancing in the meager light. His breaths became shallow, rapid. He could hear his pulse drumming in his ears.

He watched her, a woman he knew only as Carol, nervously fidgeting with her phone. He wanted to say something, but the words wouldn't come. His throat had constricted, making it difficult to even swallow. He began to pace the small space.

β€œJust… just stay calm,” he muttered to himself, the sound barely audible. The elevator was a tomb.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293