The paper crackled in Elias's trembling hands. An 'F'. He’d poured weeks into this project, late nights fuelled by lukewarm coffee and the desperate hope of a good grade. A coldness spread through him, starting in his stomach and working its way outward, making his skin prickle. He felt a need to sit, to disappear, to simply... cease. He stared out the window, at the vibrant autumn leaves, now mocking his failure with their cheerful colours. He squeezed his eyes shut and tried to fight the impulse to crumple the paper.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228