He'd been feeling so… ordinary lately. A predictable routine. Then, this. The vibrant tulips in his hands felt like a hallucination. Bright, impossible. He turned them over, examining every petal, searching for some clue, some hint of provenance. Nothing. His breathing grew shallow. He sank into his armchair, the flowers resting on his lap. He felt a cold sweat prickling his skin. Who? Why? A hundred possibilities, none of them adding up. He stared at the ceiling, a silent question hanging in the air, a plea for understanding.

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