He saw the ad in the magazine. "Chef Pierre's Croissants: A Parisian Masterpiece!" Jacques felt his blood run cold. He knew the recipe; he’d spent years perfecting it, the flaky layers a testament to his dedication. Now, the world was celebrating someone else’s invention.

He found himself backing away from the magazine, his body stiff, his movements jerky. A cold sweat erupted across his forehead. He felt a crushing weight on his shoulders, an immense pressure that threatened to overwhelm him. He needed to disappear, to hide from the humiliation and the anger.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314