Chef Dimitri stared at the glowing screen, rereading the review for the tenth time. “Lacked the soul of the old world." He felt a tightening in his chest. His usually steady hands fumbled with the mouse. The familiar weight of the kitchen's wooden spoon felt alien in his grasp. The critic's words felt personal. He kept glancing at the closed door, the space in between the hinges seeming to draw his focus. He found himself imagining a future without cooking. The thought sent a fresh wave of panic through him.

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