The bright sunshine outside the coffee shop seemed harsh, almost aggressive. The woman, whose name was Jessica, was describing a weekend spent at a mountain lodge. The details – the hiking trails, the cozy fireplace, the shared bottle of wine – matched perfectly with the memory of *his* words. Alex felt a sudden, overwhelming sense of being disconnected from reality. His stomach lurched, and he felt as if the world had been turned upside down. His hands were clammy. “And… did he… did he bring you that book?” he asked, his voice barely audible, his eyes fixed on the ceramic tabletop. She nodded and smiled.

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