The email notification chimed, a cheery little *bing!* that felt distinctly unwelcome. Amelia slammed her laptop shut, the cheap plastic casing protesting with a sharp crack. It was a DNA test result, something she’d done on a whim, driven by idle curiosity more than anything else. Now, she felt a prickle of agitation crawl up her spine.

She paced her tiny apartment, the linoleum floor cold under her bare feet. The test results had revealed a genetic discrepancy, a gaping hole in the narrative she’d constructed about her life. Her “cousin” from the test was definitely her half-sibling. The walls seemed to be closing in.

“Stupid, stupid test,” she muttered, kicking at a stray shoe near the door. The familiar comfort of her routine, the careful structure of her days, felt profoundly disrupted. She felt a burning need to throw something.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224