The old house groaned around him, a symphony of creaks and whispers. He sat on the floor, surrounded by scattered photographs, each one a fresh assault on his carefully constructed reality. The woman in the pictures, his aunt, the quiet librarian, was smiling at a party with a man that was not her husband.

A wave of nausea washed over him. His hands were clammy, and he wiped them on his jeans. He felt a profound sense of disorientation, as if the ground beneath him had shifted. The shadows in the room deepened, twisting the familiar objects into monstrous shapes. He had to get out, he couldn’t stay here any longer.

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