He had seen the pay slip, accidentally left on the printer by the new recruit. The numbers jumped out at him, a stark and brutal reality. His hands began to shake. He felt a sudden, involuntary tremor in his limbs. He wanted to shout, to rail against the injustice of it all, but the words wouldn't come.

He sat back in his chair, feeling utterly depleted. The office, usually a hive of activity, now felt like a suffocating box. The air was thin, making it difficult to breathe. He closed his eyes, willing the feeling to pass.

He opened his eyes and noticed the clock, the slow tick of the second hand mocking 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