The weight of the review settled upon him like a physical burden. Chef Leo ran his hands through his hair. He could feel his heart hammering against his chest. He felt as if he was about to faint. He struggled to breathe.

He wanted to scream at the sky, at the critic, at the world. He slumped into a chair. The vibrant colors of the restaurant suddenly seemed muted, faded. He felt utterly and completely defeated, his dreams shattered like broken glass. He looked up and saw his reflection in the window. He saw nothing.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294