"No." Clara whispered the word into the silence of the pottery studio. The kiln, usually humming with patient heat, stood cold and dark. She’d expected to find Mr. Ito, hunched over his wheel, his hands deftly shaping clay. Instead, there was a single, dusty note: "Adios. - Ito." Her knees buckled and she sank onto a stool, the world tilting precariously. The familiar scent of wet clay and earthy pigments now turned her stomach. She felt a profound disconnect, as if the ground beneath her feet had vanished.

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