The slam of the mailbox jarred Eleanor. She usually loved the sound, marking the beginning of her day. But today, the sound was different. She saw the card. A plain, almost austere white envelope. She hesitated before retrieving it. Her stomach twisted.

She carried it inside, her steps slow. She looked at the card, turning it over in her hands. The back was blank. She opened it. The inside was equally bare, save for the words: “A secret wish.” She pressed her hand to her throat. She found the air suddenly thin, difficult to breathe. She felt a crushing weight of uncertainty settle on her.

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