"Uninspired," the review stated, dissecting Chef Emilia’s meticulously planned tasting menu. The words stung, a venomous echo in the quiet of her kitchen. She felt a shiver crawl down her spine, and her hands clenched into fists. She didn't want to think about the restaurant, her restaurant.

She went to the sink, splashing cold water on her face, and then she was back in the dining room, her heart pounding. The soft jazz music that usually soothed her nerves felt grating today. The chairs seemed to lean in on her.

She found herself checking her phone every few minutes, looking for calls from her investors. The silence felt ominous, a prelude to something awful. She ran her hand through her hair, a nervous habit that she hated. She sat down, but she couldn't sit still, her leg started to bounce, and she stood again.

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