The world swam. The scent of vanilla candles, usually so calming, now felt cloying and suffocating. Liam’s vision blurred as he stared at the woman across the kitchen counter, her hands deftly shaping cookie dough. She was talking about her recent trip to the botanical garden. The details, the specific orchids, the way the light filtered through the glass domes… were exactly the same as the ones *he* had heard. He felt as if the floor had tilted. He felt a cold dread that spread from the pit of his stomach. "Did… did you say he brought you a cutting of that rare orchid?" Liam found himself saying, his voice strained. She smiled, oblivious, and replied that he had.

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