A prickle of heat crawled up her neck. The bustling, crowded bar suddenly felt eerily quiet, as if the world had faded away. Chloe looked at the woman beside her, the woman who was enthusiastically recounting a tale about a recent concert. The tickets, the seating, the encore song… every detail matched the story *he* told her last week. Her fingers, which had been tapping a nervous rhythm on the bar, froze mid-air. Her head swam. She thought she would collapse, this couldn't be true. She opened her mouth to speak, but only a small, strangled sound escaped.

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