The rejection email. It was a cold, hard fact. But it was the congratulations email from the company to Daniel that really made the situation clear. It was the same job. The same company. The same start date.

A wave of dizziness washed over him. He felt his hands begin to sweat. He closed his eyes, took a deep breath, and found he couldn't hold the air in his lungs. He sat back in his chair, and the chair's back groaned at the weight.

He thought of the months of preparation, the late nights, the sacrifices. All for naught. He reached for his phone, then hesitated, wondering what words could possibly express the swirling vortex of emotions inside him.

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