He slammed the photo album shut, the sound echoing in the empty house. The images, showing his mother in a life he was never told, had unleashed a tide of something uncomfortable inside of him. He ran a hand through his hair, his fingers tangling in the strands. The comfortable silence of his home had vanished, replaced by a disquieting feeling.

His legs felt unsteady, and he sank onto the couch. His heart hammered against his ribs, a frantic, urgent rhythm. He looked around him, suddenly seeing the familiar objects with a new, unsettling perspective. The need to understand the truth, even if it destroyed everything, was a burning itch he couldn't ignore.

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