The silence in the apartment pressed in on Leo. He sat on the edge of the bed, the list clutched in his sweaty palm. He'd found it tucked inside a box of old photographs. A list of things Eleanor wanted to do. Things he'd never known about. He felt a deep, chilling unease.

“See a Broadway show.” “Learn to dance.” “Live somewhere warm.” The words blurred slightly before his eyes. The final entry, written in bold, stark letters, hit him like a physical blow: "Find a life that feels authentic." Leo felt a sudden, crushing weight settle in his stomach. He wasn’t sure how to feel.

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