He saw the fluffy white Samoyed bound across the lawn, chasing a rogue soccer ball. A sudden tightening in Leo's chest made him want to collapse. He hadn’t been expecting this.

He had just put the final touches on his intricate gnome garden, a labor of love that had taken him months. He imagined the dog's powerful paws, crushing his little village. He imagined the ensuing chaos.

He felt a throbbing sensation in his temples. He looked around wildly, hoping someone else would notice. Someone else would help. But he was alone. He clenched his fists, bracing himself for the inevitable destruction.

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