He felt his stomach twist into knots. The old train set, the one his father had built with him, the one that had held a special place in his heart, was being sent to a stranger. It was not a matter of choice, his mother said.

He felt the corners of his mouth twitch. His eyes burned with unshed tears. The familiar objects around him seemed to morph into mocking shadows.

He struggled to take a breath, but his lungs felt constricted. He stood there, frozen, the weight of the announcement pressing down upon him.

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