The flickering candlelight cast dancing shadows on the walls of the study. John stared at the letter, feeling a knot form in his stomach. It was addressed to his deceased father. A slow feeling of something like fear crept over him.

The letter was filled with suppressed anger, the accusations of a son who felt perpetually overshadowed. He felt his cheeks grow warm. The words themselves felt like stones in his hands. He'd never meant to express any of this.

He saw his father's face as he read it, the disapproval he was certain he would have shown. The room seemed to shrink around him, the silence amplifying the weight of his unspoken words. He felt suddenly ill.

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