The cramped confines of the attic felt like a pressure cooker. The air was thick with dust and the scent of aged paper. Michael was trying to locate the deeds to the property, a task made infinitely more difficult by the forgotten time capsule he had just stumbled upon. His temples throbbed.

He had to get this sorted, he had an important meeting this afternoon. He tugged at the stubborn lid of the metal container, his knuckles white. The damn thing was refusing to budge. He took a deep breath, the dust making him cough.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205