He tapped his foot against the linoleum floor, the repetitive rhythm echoing in the otherwise silent apartment. This was just his luck. He’d spent countless hours pouring his heart out to “MysticMage” about his frustrating job, his dating woes, everything. Now, the enigmatic MysticMage was standing on his doorstep, a goofy grin plastered across their face. Apparently, they were neighbors.

He opened the door a crack. A woman with bright pink hair and a t-shirt that read "I <3 Cats" stood there. Her words seemed to come in a constant stream, a barrage of enthusiasm he wasn’t prepared for. "Dude, I'm so stoked! I knew it was meant to be when you said you liked the same band I do!"

He winced slightly. He’d mentioned that band once, months ago. It seemed MysticMage, or whatever her name was, took everything so seriously. He wanted to go back inside and hide.

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