The announcement blared through the office speakers, a cheerful, synthesized voice. He found himself staring at his computer screen, the words "Congratulations, both Emily and John!" a blurry smear. Emily? John? He felt his jaw drop. His blood felt cold.

He leaned back in his chair, the leather creaking in protest. His pulse quickened. He started to feel a flush across his chest. He’d invested so much, sacrificed so much. He had believed he was a shoo-in. Now?

His gaze drifted to the window, the city skyline a distant, shimmering mirage. He pushed away from his desk with a sudden jolt. He had to think.

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