The concert hall was packed, the air thick with anticipation. Leo was backstage, pacing, trying to quell the nervous energy buzzing through him before his performance. Then, the opening act began. A single guitar, and a voice. The voice was singing *his* song. The one he’d labored over for months, the one he planned to unveil tonight.

He stopped dead in his tracks. The blood drained from his face. His heart slammed against his ribs. He felt like he'd been punched.

He gripped the edge of the curtain, his knuckles turning white. The singer’s delivery was flawless, almost too perfect. Leo could barely breathe. The world tilted on its axis. He couldn’t go on.

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