He’d found the letter tucked inside his father's old toolbox, a hidden compartment he'd only just discovered. The contents of the letter were clear and undeniable. A son. A child born long before he was. A knot tightened in his gut.

He read the words again, searching for some loophole, some error that would erase this new reality. But there was nothing. The truth was etched in the paper, a cold, hard fact. He felt pinned in place.

He went to the window and looked out at the street. The world outside looked different, somehow menacing. His familiar surroundings felt foreign, and the knowledge of his new sibling felt like an alien presence. He clenched his fists, struggling to get a grip on himself. He didn’t know what to do.

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