He gripped the newspaper so tightly his knuckles were white. The headline blared, "New Discoveries in Quantum Physics." His name wasn't there. His research, his breakthroughs, were attributed to a "Dr. Evelyn Reed." He felt a bitter taste on his tongue, a metallic tang that was entirely unwelcome.

He balled up the newspaper, the crinkling sound a harsh counterpoint to the silence of his study. He tossed it into the trash can with a grunt of disgust. He imagined the editor's smug face, the careless ease with which they'd discarded his work. He’d spent years perfecting the formulas, the theories; all the late nights and missed holidays meant nothing.

He rose from his chair, a sudden energy coursing through him. He reached for his coat, his mind already racing with the steps he needed to take. He wouldn't let this stand.

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