The weight of the house settled on Liam's shoulders with the finality of a death sentence. The solicitor's pronouncements had rendered him speechless. He looked at his sister, Olivia, who's face was a study in controlled composure. He envied her for her composure.

The house, their grandmother’s house. He could remember the smell of her lavender soap and her famous apple pies. Now, the weight of responsibility felt crushing. He ran his hand over his face, as if trying to wipe away the scene.

He felt a deep and pervasive emptiness. What were they going to do?

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