“Excuse me,” a man said, his voice hesitant. “Did you… did you see anything?” He pointed towards the vacant spot where the old birch tree used to stand. His voice sounded strained, as though it was difficult for him to breathe.

He had expected the tree to greet him, to welcome him to his childhood home. The tree was a silent, reliable companion. Now, there was just a stump and a feeling of violation.

He stared at the wood chips, his shoulders slumping. He rubbed his eyes, trying to clear away the blurring of his vision. He’d expected to feel joy, returning, but now the world felt strangely unstable. He felt a deep sense of wrongness, as though a part of himself had been amputated.

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