The knot in Liam's stomach tightened with every step he took towards their dorm room. He’d left his journal on his desk, carelessly, a week ago. Now, he hesitated at the door, his hand hovering over the handle. He imagined his roommate, Mark, lounging inside, perhaps even smirking at some private revelation. Liam’s breath hitched.

He pushed the door open, the silence of the room amplifying the pounding in his chest. Mark was hunched over his laptop, headphones on. Relief washed over Liam, but it was fleeting. His gaze drifted to his desk. The journal lay open, exactly where he’d left it. He backed away a step, his mouth suddenly dry.

Liam feigned a casual cough, trying to appear unconcerned. "Hey, Mark," he said, his voice sounding thin. Mark glanced up, nodded, and went back to his screen. Liam’s eyes flicked between Mark and the journal. He had to know. He couldn’t bring himself to ask.

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