The renovation was finally complete. The paint was dry, the furniture was in place, and they were finally settling in. That's when she bumped into the wall in the library.

She felt a give. When she investigated, she discovered a seam, and after that, a handle. She pulled, and a section of the wall moved. She peered inside.

The hidden room was small. A single, dusty window, barely letting in any light, cast the space in an eerie, dim glow. A chill ran through her.

She didn’t like the vibe. She wanted to call her husband, to share this discovery with him, but the phone seemed miles away. She felt frozen, unable to move, trapped by the silence and the unknown.

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