The flashlight beam danced across the cluttered space. "What the…" Maria muttered, her voice barely audible. She'd been hunting for Christmas decorations, but this wasn't what she anticipated.

A child’s bedroom, untouched for years. A cot, small toys scattered across the floor, a faded mural on the wall depicting smiling animals.

A tremor ran through her. It was as if time had stopped. She stood rooted to the spot, a knot forming in her stomach. The joy of finding the decorations had been completely displaced by a profound feeling of being out of place. She started to breathe faster, each breath a struggle.

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