The email sat in the inbox, a digital serpent. Amelia, her hands clammy, read the subject line again: "AncestryDNA Results: Update." A coldness crept up her spine, even though the July air was thick and humid. She’d always felt a certain distance from her parents, a nagging sense of not quite fitting. Now, the answer was staring her in the face. She clicked the link. Her vision blurred, the words swimming on the screen. She reached for the water bottle on her desk, her knuckles white as she gripped it.

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