He stared at the email, the words blurring before his eyes. It said, "Please begin training your replacement, effective immediately." He read it again. And again. His chest felt constricted. His breathing became shallow. He had never been fired before, never been in this situation.

He stood and paced his small cubicle, a frantic energy coursing through him. He ran a hand through his hair, mussing it. This wasn't how he envisioned his career path. He had a mortgage, bills, a life. He sat back down and tried to compose himself.

He stared at his computer screen, willing himself to focus. The screen seemed to flicker, and the world began to spin. He closed his eyes, took a deep breath, and opened them again. The email was still there.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219