The critic’s words, a series of calculated jabs, echoed in Chef Jean-Luc’s mind. His mouth felt dry, his throat constricted. His pulse was racing, as if he'd just run a marathon. The scathing assessment of his signature dish, the bouillabaisse, left him reeling.

He retreated to his office, shutting the door firmly behind him. The small space, usually a sanctuary, now felt like a prison. He felt a need to hide, to become invisible. He wanted to go to sleep.

He ran his hand across his face, scrubbing at it as though he could erase the words. He found himself staring at the phone, tempted to call his wife, but the words wouldn't come. He slumped in his chair, the weight of the restaurant, of the expectations, crushing him.

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