The weight of the impending change pressed down on her. Professor Bell’s decision had created a void. She wandered aimlessly through the library, the familiar scent of old books failing to soothe her. A shiver ran down her spine, and she pulled her cardigan tighter around herself, despite the warmth of the room. The prospect of having to find a new advisor, of restarting the process, seemed insurmountable. Her steps slowed, as if she were wading through quicksand. The future, once promising, now felt like a vast, uncharted territory.

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
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293