The vibrant colors of the carnival seemed to fade into a dull gray as Ethan stared at her, his expression a polite blank. He had been thrilled to hear from Chloe, his childhood friend, so many years after they had lost touch. Now, he asked the dreaded question, "Chloe? What are you talking about?" His words were kind, but they were a knife twisting in her gut. She felt a strange buzzing in her ears. Her hands were clammy, and she felt a sudden need to flee the noisy, crowded atmosphere of the fair. Every neon light and excited scream seemed to mock 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