The weight of the antique camera felt heavy in David’s hands, a feeling that usually brought a sense of calm. Now, as he watched his son, Leo, mimic his every move in the darkroom, the camera suddenly felt like a burden.

Leo was obsessed. The darkroom was always locked, and he was always in it. The boy had already mastered the intricate process of developing film. He was better than David was at his age, and it was making him feel a strange unease.

“Leo, that’s… amazing,” he managed, his voice sounding thin and weak. He watched Leo, who didn’t even acknowledge the compliment, his face illuminated by the red glow of the safelight, and felt a coldness spread through him.

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