The basement was cold and damp, a familiar setting for his childhood investigations. He hadn't expected to find this. The letter, typed on heavy, textured paper, was dated from a time before his birth. His parents had been so happy together.

He slowly read the words. It was short, curt, and formal. His eyes scanned and re-scanned the sentences, searching for clues, for an explanation. His chest felt constricted, as though someone had placed a heavy weight upon it.

The silence of the basement amplified the pounding in his head. He felt a growing sense of isolation, of being adrift in a sea of unspoken truths. He could not understand. He wanted to know. He didn't want to know.

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