The afternoon sun beat down on his back as he wrestled with the recalcitrant mower. Just as he finished the final pass, a shadow fell over him. It was old man Hemmings, and he looked like he was about to ask.

"Afternoon, young fella," he croaked, his voice raspy. He started with the pleasantries, but the direction of his gaze was a dead giveaway.

He wiped the sweat from his brow, a muscle ticking in his jaw. "Yes, Mr. Hemmings?"

"Lovely lawn you have, always have. Thought I might ask. Was thinking of putting in a small vegetable patch. The light's not the best on my side." The man looked up.

He closed his eyes, feeling the urge to scream. “I’ll give it some thought.” The lie tasted like ash in his mouth.

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