The PTA meeting was already dragging on, the air thick with the smell of lukewarm coffee and unspoken grievances. Then, the principal announced the new kindergarten teacher. "And finally, we have Mrs. Peterson, a long-time educator at this school." His wife, Maria, nudged him. "Guess who?"

Daniel's breath hitched. Mrs. Peterson? The woman who’d sent him to the principal's office for drawing on the desk with permanent marker? He felt the heat rise in his cheeks. He could feel his heart begin to pound against his chest.

He glared at the principal as he clapped politely. His hands felt clammy. *This couldn't be happening.* He needed to remove himself from this situation.

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