He swore under his breath, a low, guttural sound. Thomas, the senior programmer, couldn't believe his eyes. He had been meticulously reviewing the payroll records, trying to figure out where the budget cuts would land, and there it was. “Emily Carter, Software Intern… $80,000.” He felt a strange tingling sensation in his fingertips.

He slammed his fist lightly on the desk, the cheap particleboard rattling in protest. He had trained Emily! He’d spent hours helping her, answering her questions, guiding her through the complexities of the code. And she made almost as much as him?!

He spun around in his chair. The entire office seemed to be spinning. He needed to sit down. He took several deep breaths, and began again.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219