The balloon arch, half-inflated and sagging, drooped like a forgotten promise. A lone, deflated balloon, emblazoned with "Happy Birthday, Liam!" lay in the rain-slicked driveway. Liam stared at it, his jaw slack. He'd envisioned a sea of faces, the joyous cacophony of greetings. Now, only the mournful drip of the eaves and the chirping of crickets filled the echoing silence. He'd been looking forward to this for weeks. His pulse hammered a frantic rhythm against his ribs.

He’d almost walked right past it, lost in thought. His sister, Sarah, was meant to be the master organizer. He pulled out his phone, fingers fumbling. He quickly texted her. *Everything okay? Where is everyone?* The spinning wheel of doom on his phone screen mocked him.

Finally, a reply. *Liam, I'm so sorry. It's... it's off. A family emergency. I'll explain later.* The words swam before his eyes. He felt a peculiar lightness, a void opening in his chest.

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