"Mom, look!" Sarah's niece, Emily, presented her with a vibrant painting. It was a chaotic mess of swirling colours, with a single, clear shape in the middle: a six-armed, winged being made of pure starlight. It was unmistakably, and terrifyingly, Celestial, the protector of the skies who Sarah had spent hours drawing and imagining. He'd kept her safe from her own terrors.

Sarah’s chest felt tight, constricted. She wanted to laugh. To cry. To scream. All at once.

"Who is this, Em?" she asked, her voice cracking.

Emily beamed. "That's Starwing! He says hello to you!"

Sarah stared at the picture, the colour draining from her face. She felt like she'd been plunged into icy water. Her hands trembled. This was... impossible. Utterly, undeniably, impossible.

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