The silence of the library pressed down on him, suffocating him. David stared at the printout of his project, the ink blurring before his eyes. It was a disaster. All of it. He needed a distraction. He reached for his phone, scrolling through his contacts, and stopped at hers. He couldn’t. He didn't want to break down.

He slammed his fist on the table, startling the few patrons. A young woman looked over at him with a frown. He immediately apologized and attempted to continue his work but kept staring at the paper. It was his. All his hard work. Now, it was just… something else. A knot had formed in his throat, and it was hard to swallow.

He buried his face in his hands, wishing he could disappear. He wouldn't be able to speak. He would have to leave, but he couldn’t face the consequences. His own personal failure.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293