He’d always loved the old house, with its creaky floors and rambling layout. But now, as he examined the back of the built-in wardrobe in the master bedroom, his fondness curdled into something else. The wood seemed to have been tampered with.

A section of the paneling swung inward with a jarring squeak. His heart began to race. He leaned forward, squinting into the gloom. He didn’t like the way the shadows danced in there.

His breath became shallow and rapid. He ran his hand over his face, as if trying to wipe away the scene before him. "What… what is this?" he muttered, his voice cracking. He felt a profound disorientation, as if the very foundation of his life was shifting.

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