He’d driven all the way across town for this. The 'Sushi Samurai', his weekly indulgence, a small victory in his otherwise mundane week. Now, the sign above the door read "Closed for good." A wave of frustration washed over him, a heat creeping up his neck.

He stood there, motionless, the breeze whipping at his jacket. He ran a hand through his hair, dislodging a strand. He needed that sushi. He wanted that ritual, the careful slicing of the fish, the wasabi burn. What was the point, anyway?

He kicked the tires of his car. He'd find another sushi place, he told himself. But it wouldn't be the same. He knew it.

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