The afternoon sun cast long shadows as David stared at the box. He’d found it while clearing out his late father's workshop. Everything inside was familiar, yet utterly foreign. It was like looking at a distorted mirror image of his own life. He didn’t understand any of it.

He swallowed hard, his mouth suddenly dry. He found himself running his hands over the smooth surface of a small, wooden doll. It felt…off. The details were wrong. He felt a need to break something, to shatter the feeling of unreality. He kicked at a nearby toolbox, the metal clanging loudly.

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