He stared at the blank document on his laptop screen. "A Toast to Thomas and Eleanor!" the heading read. Underneath, a single, blinking cursor mocked him. His breath hitched in his chest. He chewed on the inside of his cheek, a familiar tic. The retirement party was this Friday.

He needed to get this done. He’d promised his mother he’d speak, the pressure already building in his chest like a balloon about to burst. He opened his email, hoping for a distraction, but the subject line of the reminder for the party only amplified his unease.

He pushed his chair back from the desk, got up, and began to pace. The floorboards creaked under his weight, each step a further beat against the frantic rhythm of his heart. How could he possibly encapsulate his parents' lives in a few short sentences?

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