The announcement came through at the worst possible moment – just as Michael was making a big presentation. He stopped mid-sentence, his voice catching in his throat. He felt a peculiar tightening in his chest. The carefully prepared slides, the confident delivery, all seemed irrelevant. He tried to continue, but the words wouldn’t come.

He saw the looks of confusion in the faces of his colleagues. He felt a deep flush rise to his face. The presentation felt absurd. He waved a hand weakly. "Um, I think… I think that's all for now," he stammered, his voice thin and reedy.

He quickly retreated to his office, shutting the door behind him. He leaned against it, his breathing ragged. He felt utterly incapable.

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