The archaeologist, Dr. Evans, brushed the dirt from the ceramic container. He did not recognize this from his own excavation. He had been digging for years, but this – this was different. A knot tightened in his stomach.

He carefully lifted the lid. Inside, wrapped in faded silk, lay a collection of artifacts, some oddly familiar, some utterly alien. He picked up a small, intricately carved wooden figure, its eyes staring up at him. His breath hitched.

He lowered himself back to the ground, pulling at the collar of his shirt. A cold sweat erupted across his forehead. His vision blurred for a moment. He had to sit down. He had to think.

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