The patent application gleamed innocently on the screen, a digital serpent coiled around his ambitions. He leaned back in his chair, the cheap plastic creaking in protest. His breath hitched in his throat. He’d spent a year, a solid year, hunched over his workbench, sacrificing sleep and sanity, all for this. Now, staring at the meticulously crafted schematics, a cold dread began to seep into his bones. His own invention, his baby, was already… there.

The coffee cup trembled in his hand, sloshing dark liquid onto his stained desk. He reached for a napkin, but his fingers fumbled, dropping the damp, used coffee grounds onto the floor. He hadn't even had the forethought to clean his space. His heart thumped a frantic rhythm against his ribs. He felt a sudden, desperate urge to flee, to erase the very existence of his workshop.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217