He stared at the canvas, his heart slamming against his ribs like a trapped bird. The gallery's bright lights felt blinding, the air thick with the murmur of the crowd. He felt a deep, chilling coldness.

The paintings, his paintings, were on display, presented as a finished product. He’d only shown these works to a single friend. How they’d found their way here, he had no idea. He watched a woman study a painting, a puzzled expression on her face.

He had to get out. He wanted to shout. He wanted to take back his work. His voice, however, was gone. He looked at the exit, his whole being filled with a desperate need to flee.

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