The spreadsheet shimmered, mocking him. He leaned back, his chair creaking a mournful protest. The data, the painstaking analysis, the perfectly crafted projections – all of it mirrored the document he'd just received from the other team. A cold sweat slicked his palms. He scrubbed at his temples, the pressure doing nothing to ease the sudden, pounding throb behind his eyes.

“That can’t be right,” he muttered, his voice barely a rasp. He clicked the mouse again, comparing the file names, the timestamps, the subtle formatting choices. Everything was identical, as if they'd been looking at the same map.

He grabbed his phone, his fingers fumbling with the keys. The number for his project lead swam before his eyes. He inhaled deeply, the air feeling thin and insufficient, and pressed the call button. The waiting tone seemed to stretch on for an eternity.

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