The news report flashed across the screen. *Her* name. The same medical breakthrough, the same research, the same groundbreaking discovery that he was supposed to announce. A sharp pain stabbed behind his eyes. He squeezed them shut, willing the sensation to recede.

His hands clenched into fists. He wanted to scream. He wanted to smash something. He’d dedicated years to this, sacrificing everything. The thought of it, of everything, being stolen like this was maddening.

He threw his phone against the wall. It shattered. Good. He took a deep, shuddering breath. He needed to get out, he needed to walk, he needed to think, but first, he had to control the burning feeling in his chest.

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