He felt a cold sweat break out across his forehead. Alex found the file on Liam’s tablet, opened in the middle of the night. Liam’s new novel was called “The Unseen Observer.” It was a detailed, intimate portrayal of their lives, their routines, their secrets. But the narrative cast him as a villain. A controlling, deceitful partner.

Alex rubbed his eyes, a strange tingling sensation spreading through his fingers. He felt the blood draining from his face. He’d thought they were happy. He dropped the tablet, the metallic clang echoing in the silence. He went to the kitchen and poured himself a glass of water, and then poured the water out. He wanted to throw up.

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