He stared at the memo, his breath catching in his throat. The words swam before his eyes: "Relocation to Customer Service." He felt a strange tingling sensation in his fingertips, an electric buzz. He'd poured his life into research and development, into intricate code and complex algorithms. He couldn't imagine himself answering phones, dealing with complaints.

He ran a hand over his face, his jaw clenched. The fluorescent lights overhead seemed to hum with a discordant frequency. His heart hammered against his ribs, a frantic drumbeat in the sterile silence of his cubicle. He felt like he was falling, plummeting into a chasm of the unknown. He needed to sit down. Now.

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