The news arrived in a phone call, a cheerful voice explaining the details of the impending development. He hung up, his hand still gripping the phone tightly. He felt as if the air had been sucked from the room.

He walked to the window and stared out at the street. His childhood home was visible from here, a familiar silhouette against the setting sun. He wanted to go there, to see it one last time, to touch the walls, to feel the echoes of his past.

His throat constricted. He couldn't move. He felt like he'd been punched. The memories, once comforting, now felt like a torment. He wanted to scream, to weep, to somehow rewrite the story.

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