The email arrived like a punch to the gut. Michael reread it, the words blurring before his eyes. His signature chili recipe, meticulously crafted over decades, was now the centerpiece of a celebrity chef's new cookbook. The chef, who he’d considered a friend, had subtly extracted the recipe during a casual cooking session.

He felt the blood drain from his face. He leaned heavily against the kitchen counter, his legs feeling like jelly. This was not supposed to happen. His hand slowly covered his mouth. The betrayal felt like a deep, stinging burn. He felt a sudden, desperate urge to flee the apartment, to disappear.

The world seemed to tilt on its axis. He didn't know what to do.

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