The email sat in Amelia's inbox, bold and accusatory. *Professor Davies' Farewell.* Her stomach clenched. She reread the opening sentence, the one that broke the news, the one that made her fingers tap a frantic rhythm against the desk. He was leaving for a position at a prestigious think tank in Switzerland. Switzerland! She hadn't even finished the first draft of her literature review.

Amelia got up, the chair scraping sharply against the wooden floor. She needed coffee. The aroma, usually a comfort, offered no solace. The words on the screen blurred as she tried to focus. Suddenly, the fluorescent lights in the office seemed too bright, too harsh, reflecting off the polished surface of the abandoned coffee pot.

She glanced at the half-written pages of her research, the printouts scattered across the desk, the looming deadline. A wave of dizziness washed over her. It was a long walk to the communal kitchen and she almost tripped.

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