“Are you sure?” Mark asked, his voice cracking slightly. He was staring at the printout, his gaze fixed on the salary figure. He had just asked his coworker, Susan, what she made. "Yup, that's what's going into my bank account every month," she'd said. Her tone was casual, almost dismissive. She made more than him.

Mark felt his face flush. He had always been so careful, so dedicated. His hands were clammy. He felt a need to argue, to deny it, but the reality was staring him in the face, in black and white.

He could feel the blood rushing to his ears. He turned and quietly walked back to his cubicle.

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