A bead of sweat trickled down Mark’s temple as he reread the memo. His hands trembled as he gripped the edge of his desk. He felt a deep, unsettling unease begin to coil in his gut, a cold knot tightening with each line he scanned. He’d built a life in Marketing; he *knew* Marketing.

He slammed his fist on the desk, the sudden noise surprising him. He hated change. He hated the unknown. The prospect of starting over in HR made him queasy. His usual confidence evaporated, replaced by a growing sense of dread.

"Not… not HR," he muttered, his voice barely a rasp. He ran a hand through his already disheveled hair, the texture of his scalp prickling.

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