The waiting room's floral wallpaper seemed to throb, a dizzying pattern that threatened to suck Amelia into its pastel vortex. She’d been waiting for an hour, already late to pick up her son, and now this. A brisk, efficient nurse, barely making eye contact, had just informed her that the lab results they'd given her were, well, not hers. A mix-up. Amelia clenched her jaw.

"So," she said, her voice tight, "what exactly *are* my results?" She tapped her foot, a staccato beat against the linoleum floor. The nurse stammered something about a call-back. Amelia wanted to scream.

Her stomach felt like it was full of rocks. She pictured her son, a whirlwind of energy, probably tearing apart the after-school program. This entire situation was a supreme inconvenience.

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