He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The screen displayed the words: "Likely no relation to biological parents." Daniel paced the small living room, his hands trembling. The world felt suddenly unstable, the familiar contours of his life blurring. He ran a hand through his hair, tugging at the strands. The framed photographs on the wall, filled with smiling faces of the people he had always called family, seemed to mock him with their false serenity. He needed air. He grabbed his keys and stumbled toward the door, not sure where he was going, only that he needed to escape the suffocating confines of his reality.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255