“Honey, are you alright?” Mark stammered, his voice tight. Sarah had been unusually quiet all day, almost detached, as she stared at the computer screen. He peered at it, and the truth hit him like a physical blow. A secret account. A substantial sum.

His heart pounded in his chest, a frantic drumbeat. He took a step back, as if she might suddenly turn on him. He felt his face flush. The air seemed to have thinned, making each breath feel like an effort.

“Sarah… what is this?” he asked, his voice barely a whisper. He felt the world around him tilt.

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