He stared at his reflection in the bathroom mirror, not recognizing the pale, drawn face staring back. He splashed cold water on his face, but it did little to quell the inner tremors. His hands shook as he buttoned his shirt.

He and Chloe had always been inseparable, best friends. But this job… This job had the power to change everything. Their friendship, their plans, their shared future. The prospect of one of them succeeding, while the other… His mind shied away from that possibility.

He took a deep breath, trying to project an air of confidence he did not feel. The weight of his impending future was immense.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314