The list was tucked into the pocket of a jacket he hadn’t seen his partner, Michael, wear in years. "Write a novel." "Learn to sail." "Move to Paris." He ran his hand over the worn fabric, his fingers tracing the outline of the pocket. He had never considered that Michael might feel such a yearning.

He felt a sudden, pervasive sense of… displacement. He moved to the window, the image of his partner swimming through his mind. He couldn't quite see him anymore.

He felt the tears well up in his eyes, blurring the familiar landscape outside.

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