The doorbell chimed, a cheerful sound that felt horribly out of place. Amelia, mid-sentence about the upcoming bake sale, froze. She peered through the peephole. A delivery man, all smiles and oversized coat, held a bouquet of sunflowers. Her breath hitched. Sunflowers?

"For you, ma'am," he said, handing them over. No card. Just the vibrant, sunny faces staring back at her. Her fingers fumbled as she accepted them, nearly dropping the heavy vase they came with.

Her heart hammered against her ribs. She couldn't remember the last time she’d received flowers, let alone anonymous ones. The air in her entryway suddenly felt thick, almost suffocating. Who? Why? The questions swirled in her head, unbidden and unwelcome.

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