Chef Marcus stood motionless, the review clutched tightly in his fist. His normally cheerful face was a mask of granite. The critic had ripped apart his signature dish, the one he had spent months perfecting. He walked into the walk-in refrigerator, its cold air a stark contrast to the heat building inside him. He grabbed a box of tomatoes, held it for a moment, then, with a single, brutal motion, slammed the box against the wall, splattering red pulp across the cool, white tiles. He stared at the mess and then closed the door behind him.

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