The email notification popped up on his phone: "Promotion Announcement." He’d waited for this, planned for this. He took a deep breath and clicked. The words hit him like a physical blow. "Congratulations to … Sarah." His world turned grey.

His vision swam. He blinked rapidly, trying to clear his head, but the name still glared at him. A bitter taste filled his mouth. He found himself gripping his phone with such force, his knuckles turned white.

He rose from his chair, a sudden burst of adrenaline coursing through his veins. He didn't know where he was going, but he needed to move, to escape the confines of his office. He needed air.

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