Michael felt a cold sweat prickle his skin. He stood outside David's "office," a dilapidated warehouse, which was a marked contrast to the sprawling penthouse advertised on David's business cards. *'David Chen, CEO, Innovative Solutions.'* He'd always known David had a flair for the dramatic, but this was beyond anything he could have imagined.

The door creaked open, and David emerged, his usual rumpled appearance now replaced with a crisp suit. He caught sight of Michael and stopped, his face going pale. "Michael? What are you doing here?" His voice cracked, a flicker of something close to terror in his eyes.

Michael remained rooted to the spot, his mind whirling. He had always known David to be a hustler, but this was a whole other level. The sheer scale of the deception was disorienting. He felt like the ground had shifted beneath his feet.

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