The wind howled outside, mirroring the turmoil inside David. He’d come to visit his sister and her daughter, little Maya. Now he was staring at the drawing of a small, fluffy creature with three eyes and a permanently worried expression. It was… Pip. His childhood companion, the one he swore nobody knew about. The one he hadn’t thought about in decades.

He felt a deep, unsettling lurch in his stomach. He felt his face heat up, blood rushing to his cheeks. He could scarcely breathe.

"Maya, honey," he managed, his voice sounding distant and unfamiliar. "Who is this little fellow?"

Maya giggled, pointing at the picture. "That's Pip! He tells me stories. He's very brave."

David felt a cold sweat break out on his forehead. He needed to get out, he thought. To leave. To run.

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