The fluorescent lights of the breakroom buzzed, a sound that grated on Leo's nerves. He just wanted to eat his sandwich in peace, but Brenda was cornering him again. "Remember the talent show at Camp Whispering Pines? I was the head cheerleader!" she chirped. He took a long, deliberate bite, chewing slowly, hoping she’d take the hint.

He swallowed. "Right," he grunted, avoiding eye contact. He knew he'd need to go home soon, before he lost it.

“Well, you know, my routine was amazing. I did a backflip off the picnic table. No big deal, really,” she continued, beaming. Leo's jaw clenched.

He set down his half-eaten sandwich and, without a word, grabbed his empty coffee mug and headed for the sink, a sudden urge to scrub the grime off of anything.

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