The vibrant colours of the sunflowers felt unreal in the dingy hospital room. Clara stared at them, her mouth agape. A card was missing. Her eyes darted around the room, as if the sender might be hiding. She turned the vase over, trying to find anything, any indication. Her fingers brushed against a sticky label, but it told her nothing. She felt a knot tighten in her stomach. Her gaze flickered to her husband, who was asleep in the chair beside her. He wouldn’t. Could he? She couldn't tell.

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