The flashing cursor on the RSVP website mocked Michael. He had to click 'yes' or 'no'. He felt the cold pressure in his chest grow tighter with each passing minute. He’d ignored the email for a week, a procrastination tactic, but the deadline was rapidly approaching.

He wandered through his cluttered apartment, avoiding eye contact with his reflection. The last time he’d seen these people, he was a gangly, awkward kid. Now... well, now he was just older. He couldn't quite bring himself to believe in the life he had built, much less present it.

"Just breathe," he muttered to himself, his voice sounding small and distant. He needed to think. He poured a stiff drink, his hand unsteady. The screen continued to glow. He slumped into the couch, the invitation a weight on his consciousness.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314