The workshop felt like a pressure cooker. Sweat beaded on Leo’s forehead, despite the cool evening air seeping in through the cracked window. His hands, usually steady and precise, trembled as he held the crumpled patent application. He'd spent years perfecting the self-folding laundry contraption, pouring his heart and savings into the project. Now, the official stamp, the crisp ink, the weight of the document – all held a crushing significance. He reread the competitor's patent application, his stomach churning, the words blurring before his eyes. It was identical.

He let out a shaky breath, the air thick with the scent of sawdust and despair. He clawed at his chest, as if trying to rip the suffocating feeling away. His entire life’s ambition, reduced to a legal footnote. He dropped the paper on the workbench, the sound echoing unnaturally loud in the sudden silence, then resumed pacing, back and forth, back and forth.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256