The announcement came over the crackling intercom, and for a moment, Emily thought she'd misheard. Three hours? Inside this claustrophobic box? Her breath hitched. She felt her heart thump rapidly.

Across from her, John, her coworker, seemed unfazed. He leaned back against the wall, eyes closed, as though this were a minor inconvenience. Emily, on the other hand, felt a frantic energy course through her.

She fumbled in her bag for her phone, praying for a signal. Nothing. The walls of the elevator seemed to close in on her, and each time she took a deep breath, she struggled to fill her lungs.

"Are you serious?" she finally asked, her voice cracking. John simply shrugged, offering her no comfort. This was going to be a long wait. She felt utterly bewildered.

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