The peonies were a riot of pink, spilling over the edges of the ceramic vase. He’d found them on the kitchen table when he got home from work. His eyebrows shot up. He hadn’t ordered flowers, he knew that much.

He glanced around the empty apartment, at the dishes piled in the sink, at the bills scattered on the counter. The vibrant color of the flowers seemed to mock the drab reality of his existence. He felt a sudden, inexplicable hollowness.

He reached for his phone, about to text his sister, then stopped. Was it her? Or someone else? The uncertainty gnawed at him. He abruptly sat down and stared, unmoving, at the peonies.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255