The newspaper lay crumpled on the floor, a casualty of Leo's emotional storm. He paced the narrow kitchen, the floorboards groaning under his restless feet. The harsh assessment, “mediocre, overpriced,” had been a direct blow to his ambition. His mouth was dry, and he kept swallowing, trying to dislodge the feeling of dread clinging to his throat. He glanced at the closed restaurant door, imagining the faces of his regulars. Would they desert him now? He grabbed a bottle of wine, the chilled glass the only thing that felt solid against his trembling hand.

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