"Oh, no," Elara whispered, the words barely audible. Her throat constricted, making it hard to breathe. The university website, glowing accusingly on her laptop screen, displayed her essay – a showcase of her vulnerabilities. She felt a burning sensation in her chest, as though something was constricting her.

She quickly scanned the page, her vision blurring. They had chosen her. The words she’d crafted, carefully, vulnerably, were now a public exhibit. The thought sent a chilling jolt through her. She felt the sudden urge to disappear, to vanish.

Elara backed away from the screen, her legs feeling weak. The air in her small apartment seemed thin, stale. She reached for the window, trying to grasp some fresh air, seeking a release from the weight pressing down on her. The world suddenly felt too loud, too bright.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293