He stared at the blank screen, the cursor blinking, mocking him. He’d deleted the email, twice. He’d tried to forget about the DNA test, pretended it was nothing. But the shadow of it still clung to him.

He was in his office at work, the stacks of paperwork surrounding him like sentinels. He thought of his parents, the picture of them smiling on his desk. He picked it up, stared at it. His throat tightened.

His hands were clammy. He pushed away from the desk, standing and pacing the room. He felt the urgent need to move, to do something, anything. He needed to find an answer.

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