The steam from the pot of simmering tomato sauce clouded Marco's glasses, but it did little to obscure the rage that was building inside him. "Naples Nights," the sauce was called now. A sauce he’d painstakingly developed over years, using his family's passed-down techniques. Now, it was being mass-produced and sold in every grocery store in the country.

He slammed the wooden spoon against the countertop, the sound echoing in the small kitchen. His shoulders were tight, his back a rigid line. He felt a throbbing sensation behind his eyes.

He imagined the smug look on the face of the food magnate who had, as far as Marco knew, stolen his recipe. The thought alone was enough to make him want to throw something. He glared at the simmering pot, the delicious aroma now turning into a source of bitter resentment.

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