The coffee cup rattled in Amelia's grip. Her knuckles were white as she stared at the email. *Congratulations! Your article, "The Symbiotic Cityscape," has been published in Urban Design Quarterly.* Below, in bold, was the name: *By Marcus Bellweather.* Amelia's breath hitched. She scrolled down, her stomach twisting. Her own words, her own research, attributed to someone else. She felt a prickle of heat crawl up her neck.

She reread the email, her pulse drumming a frantic rhythm against her ribs. She slammed her laptop shut, the abrupt sound echoing in her otherwise silent apartment. The injustice of it all slammed into her with the force of a physical blow. She paced the length of her living room, her hands clenching and unclenching.

Her phone buzzed, a notification from a friend asking if she'd seen the article. Amelia ignored it, her fingers tracing the outline of her jaw, a tic she hadn't realized she had. She wanted to scream, to shatter something. Anything to release the pressure building inside.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198