"Unbelievable," the tattoo artist said, beaming. She was showing off a photograph. His intricate woodcut design, now a stunning piece on a client's arm. It was a perfect copy. But the realization struck him - the invasion.

He stood frozen, his face going pale. His chest felt tight, constricted. He felt the urgent need to escape, to run. His eyes darted around the room, searching for an exit.

He turned and bolted, barely acknowledging the tattoo artist. He pushed through the door, the fresh air a welcome, but insufficient, remedy. He walked faster and faster, wanting to put as much space as possible between himself and the image, the violation.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293