The shadows in the hallway seemed to lengthen and deepen as Daniel watched his nephew, Leo, proudly present his new artwork. It featured the smiling silhouette of a man with a wide, distorted grin, wearing a top hat. The man's face reminded Daniel of ‘Silas’, the imaginary friend he had as a child. A cold wave washed over him. He felt as if the air was being sucked from his lungs.

He forced a smile. "That’s… that’s a very interesting drawing, Leo." The words felt thick and clumsy on his tongue. He had to get out of there. He felt a desperate urge to put as much distance as possible between himself and that drawing.

“Can I go and play now, Uncle Daniel?” Leo asked, his eyes filled with the excitement of a child. Daniel nodded quickly, a knot tightening in his chest.

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