Sarah slammed her laptop shut with a decisive *thwack*. The online meetup had been a complete waste of time. She'd been looking forward to connecting with "StarryEyedGal," the kindred spirit she'd chatted with for months, but the reality was...off. The girl, whose real name was apparently Chloe, was *loud*. Really, truly deafeningly loud.

She paced her cramped apartment, a knot tightening in her stomach. Chloe, it turned out, lived *two blocks* away. She'd suggested a coffee date immediately after the awkward virtual hang. Sarah had mumbled some excuse about a prior commitment, but the persistent texts were already starting to buzz on her phone.

Sarah glanced at the screen, biting down on her lip. Chloe was already sending a photo of a latte, followed by the question, “So when can we hang out IRL?” Sarah considered throwing the phone across the room.

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