He’d known. Mark had known the whole time. The way Sarah had been oddly quiet during their coffee dates, the furtive glances she’d given him when he talked about the application process. Now, the rejection email felt like a physical blow.

He leaned back in his chair, the cheap plastic creaking under his weight. He’d poured his heart into this application. He'd lost sleep. He'd skipped lunches. He ran a hand through his hair, finding a tangle of knots.

The office suddenly seemed too bright, the fluorescent lights buzzing incessantly. He wanted to scream, to lash out. Instead, he just stared at the screen, the notification a cruel reminder of his ambition, now thwarted.

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