He stared at the document, the glow from his laptop screen reflecting in his wide eyes. He was not supposed to be looking at this. It was her private journal. But there it was, hidden in a file with a nondescript name. The words seemed to jump off the screen, each one a sharp jab.

"Take a photography class." "Visit Paris." "Reconnect with family." He felt a coldness creeping across his skin. He skipped the travel destinations, his gaze focusing on the last entry: "Find true happiness." A strange mix of emotions swirled within him – disbelief and a sickening self-doubt. He hated that he felt this way.

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