He found himself tapping his pen against the laminated countertop of the diner, a nervous staccato against the greasy spoon hum of conversation. "So, you're *really* going through with this?" Mark asked, staring at his brother, David, across the table. David merely nodded, his eyes shining with a strange, unnerving light.

He had spent the last two months engrossed in this new faith, a faith that required him to give up alcohol, red meat, and everything Mark knew about him. It felt like a betrayal.

Mark sighed, pushing his half-eaten burger aside. The scent of fries suddenly turned his stomach. "It just seems... sudden," he said, his voice flat. He felt a throbbing ache behind his eyes, a dull pressure that had been building since David’s pronouncements. The waitress, a woman with a beehive hairdo, came over to refill their coffee cups. He could barely look at her, the usual jovial banter of the diner now grating on his nerves.

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