He’d found it tucked between the pages of his father’s old journal. The stationery, a crisp, expensive paper he recognized from his dad’s time at the law firm. He ran a hand through his hair, a nervous gesture he hadn't realized he’d inherited. This was from before he was born.

He swallowed hard, the lump in his throat making it difficult to breathe. The language was precise, professional, but the tone was all wrong. It felt… brittle. Almost apologetic. He felt a creeping unease. He wanted to understand.

His fingers tightened around the paper. His gaze darted around the room, as if something was lurking in the shadows. He didn't want to read it. He knew he had to. He tried to tell himself it was just a letter, just words on a page, but his palms were slick with sweat.

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