The weight in his chest was almost unbearable. His son, Daniel, had always been a free spirit, but his newfound commitment to a rigid fundamentalist sect felt different. He watched Daniel, his face alight with a fervent belief that he found troubling. He felt a deep sense of unease settle over him. The familiar surroundings of their home seemed to morph into something unfamiliar and menacing. He needed to get away, to understand what had gone wrong. He rose from his chair abruptly, without a word, and walked into the garden, seeking solace in the open air.

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