He slammed the phone down, the receiver bouncing precariously on the hook. "Unbelievable!" Leo roared at the empty apartment. He’d poured his heart and soul, and most of his savings, into planning this escape room birthday extravaganza. Now, Maya, his supposed best friend, was throwing a pool party. *The same day*.

His hands clenched into fists. He stalked over to the window, staring out at the vibrant sunshine. Perfect pool party weather, he observed bitterly. He pictured the laughter, the splashing, the easy fun… and felt a surge of… something akin to being punched in the gut.

He grabbed the flyer he'd designed for his event, crumpling it in his grip. The words 'Epic Birthday Adventure' seemed ludicrously optimistic. He let out a frustrated sigh, and tossed the wad of paper towards the trash bin. Missed.

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