He’d been so proud, so excited. Showing off the results to his parents, ready for the praise, the connection. The shock, however, was instantaneous. The blood drained from his face. His carefully constructed reality was falling apart before his very eyes.

He couldn't speak, he could only stare at the screen. The smile froze on his face. He felt a sudden, intense heat that spread through his entire body. It was as if he was burning from the inside out.

His parents, initially confused, then concerned, tried to speak to him, but the words were lost in the buzzing in his ears. He backed away from them, from the room, from the whole situation. He had to escape, to be alone, to make sense of what he had just seen.

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