The restaurant’s festive music seemed to blare at an impossible volume. Michael found himself sweating, despite the cool air conditioning. Across the table, a man named Ethan described the romantic weekend getaway to the lakeside cabin. Michael's hands began to shake; he took a swig of water and spilled some. The cabin, the canoe trip, the candlelit dinner... It all matched the story *she* had shared only last Sunday. He felt a wave of nausea. He hadn't felt this disoriented since he got lost in a forest as a child. “Wait a minute,” he blurted out, interrupting Ethan mid-sentence. “What did she say about the… the broken window?”

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