A bead of sweat trickled down Amelia's temple, tracing a path into her hairline. She clutched the glossy magazine tighter, the slick paper feeling alien against her clammy palms. The magazine lay open to the "Exemplary Essays" section, the bold headline mocking her from the page. *Her* essay, the one she'd poured her heart into, was staring back at her, dissected and displayed for the world to see. It was worse than a bad grade; it was like having a diary entry read aloud in a packed lecture hall.

Her breath hitched as she scanned the familiar words, her own voice suddenly foreign and stilted. She felt exposed, vulnerable. A cold shiver ran down her spine, despite the warmth of the coffee shop. The scent of roasted beans, normally a comfort, now felt cloying, the chatter of other patrons a deafening roar. She wanted to run, to disappear, to rewind time and prevent this from ever happening.

She pushed the magazine away, its glossy surface reflecting her worried face. The barista called out her name, but it sounded distorted, echoing in her ears. She forced a smile and went to retrieve her coffee, her movements stiff and jerky. The warmth of the mug was a small solace, a tiny anchor in a sea of swirling dread.

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
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228