The room seemed to shrink. His pulse accelerated, a relentless drumbeat against his temples. He saw it. The same algorithm. The same data set. The same conclusions. Everything. A perfect copy. A perfect theft.

He tried to steady his breathing, but it was a losing battle. He fought the overwhelming urge to bolt from the room. His hands were shaking so badly, he could barely hold his pen.

The meeting continued, the project lead cheerfully outlining his progress. He felt a deep sense of wrongness, but he managed to maintain a blank expression, and said nothing. He wanted to shout.

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