The elevator doors closed with a metallic clang, trapping Emily in the confined space. Inside, she replayed the conversation she'd overheard between two senior managers. The new analyst made more than she did. More. It wasn't fair. The air grew thick and heavy, and she could feel her heartbeat accelerating.

When the doors opened, she practically stumbled out, needing to breathe fresh air. She walked briskly to the park, avoiding eye contact with anyone. The city noises seemed amplified, a chaotic symphony of disapproval. The feeling of being scrutinized was intense.

The vibrant autumn leaves, usually a comfort, now seemed garish, mocking. She clutched her handbag, her knuckles white. She had to stay calm. She had to think.

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
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293