He saw the surveyor’s flags first thing this morning. The bright orange markers were like tiny, mocking flags planted in the manicured lawn. Michael stopped trimming the hedges, his shears dropping with a soft thud. A prickly heat rose up his neck. His neighbor, always so quiet, so… contained, now wanted to build something between them. Why? What was this about?

His hands trembled slightly as he reached for his phone. He had to call Sarah, he needed to talk about it. He felt suddenly vulnerable, exposed. The idea of the fence, the physical separation, unsettled him profoundly. He felt an intense need to know what his neighbor was *thinking*.

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