He’d been laughing, genuinely enjoying the joke about the oversized novelty salt shaker. Now, standing in the doorway of her apartment, Mark felt a coldness creep into his stomach. The apartment, which he'd believed was solely *hers*, suddenly felt less so. He scanned the room, the familiar furniture now appearing alien and rearranged in his mind. The framed photograph on the mantelpiece – a picture of her and "Daniel" hiking – seemed to scream at him. He swallowed hard, trying to keep his composure. He’d met Daniel at the art gallery last month, they were both taken by her enthusiasm for a particular painting. The painting in question, he realised, was hanging on the wall of the living room. "Did you… did you say Daniel loves that painting?" he asked, his voice a low growl. Her smile faltered.

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