Ms. Abernathy stared at the small, velvet box in her hands. It was the kind you’d expect to hold a ring, a necklace perhaps. But it had arrived by courier, addressed to her from a name she hadn’t thought of in years: Daniel Miller. He'd been a quiet boy, always sketching in the back of her art class, seemingly indifferent to everything. Now, a grown man, presumably, had sent her… something. She fumbled with the clasp, her fingers suddenly clumsy. A nervous energy vibrated through her, making her breath catch in her throat.

The box sprang open. Nestled on the satin lining was a miniature bronze sculpture of a figure hunched over a canvas. It was a perfect replica of her, working at the easel, that she'd always had in her art classroom. Tears welled in her eyes, blurring the details of the tiny masterpiece.

“Well, I’ll be,” she whispered, her voice barely audible.

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