He stared at the photograph, his stomach twisting into knots. The sepia tones of the image blurred around the edges. His grandfather, the war hero, the man who never spoke of battle, was smiling, holding a weapon that wasn't standard issue. He gripped the edge of the table, his fingers digging into the wood.

A coldness seeped into his bones. His heart pounded against his ribs, a frantic drumbeat in the quiet room. He felt a desperate urge to flee, to erase the evidence. He swallowed hard, the muscles in his throat tight. This couldn't be true. He needed to find answers, but the truth felt like a dark, hungry thing.

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