"Seriously?" Mark muttered, the word a strangled sound. The test results, printed in a crisp, impersonal font, lay scattered across the kitchen table. He’d expected, what? A deeper connection to his already large, loud family? Instead, a complete stranger. A biological father he never knew existed.

His fingers drummed against the table, a rapid, restless beat. He should call his mother. Now. But the thought of her placid, unwavering pronouncements about “destiny” and “fate” made his stomach churn.

He rose abruptly, kicking the chair out from under him. He needed to be alone. He needed to scream. He walked to the back door and, with a controlled fury, threw it open and stomped outside.

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