"That’s… impossible." Emily’s voice wavered. The towering maple, the very one she had spent hours climbing as a child, was gone. It had vanished. She hadn't even heard the chainsaw.

A knot formed in her throat. She closed her eyes, trying to make the image disappear, to will the tree back into existence. Opening them revealed the same horrifying emptiness. Her hands were shaking uncontrollably, and she ran a hand over her face.

Her breath hitched. She walked toward the edge of the yard, the silence of the scene amplifying her bewilderment. What was she supposed to do? What had happened? The sudden vacancy seemed to mock her.

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