"This can't be right," Mark muttered, the words catching in his throat. He’d been expecting a standard cleanup, not a time capsule.

A box overflowing with letters, tied with faded ribbons. He should have just left it. He shouldn't have opened it.

The words leapt from the page, a torrent of secrets and whispers. He felt a cold shiver run through him. His chest tightened. He didn’t belong here, reading the private thoughts of a stranger. He dropped the box, the letters scattering across the floor. He turned and stumbled down the stairs, desperate to get away.

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