He stared at the letter, his heart hammering against his ribs. The scholarship, the lifeline that had pulled him from a life of certain hardship, was a clerical error. Liam swallowed, his throat suddenly tight, as if something was lodged there. He felt a wave of nausea, a hot flush spreading across his skin.

He wanted to throw the letter across the room, to shatter the pristine illusion of his future. Instead, he carefully placed it back on the desk, his hands shaking slightly. He thought of his mother, the way she’d beamed when he’d told her the news. He pressed his palms to his eyes, trying to block out the image.

The silence of his apartment pressed down on him, amplifying the frantic rhythm of his pulse. He picked up his phone, his thumb hovering over his mother’s number. He couldn’t tell her. Not yet. He paced, back and forth, each step a measured shuffle, his breath shallow and quick.

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