"Next up, the lovely Clara will be performing her new single!" The announcer's voice boomed from the sound system. Maya sat in the audience, fingers crossed, hoping for the best. She knew Clara was a rising star but she never expected *this*. As the first few chords of her song started, she started to feel completely unbalanced.

A flush bloomed on her cheeks. The song she wrote in her bedroom a year ago, now on a stadium stage, sung by another person. The woman's voice, confident and soaring, carried the tune. It was a better version, and that was the problem.

Maya sank back into her seat. Her breath came in short, shallow gasps. She had wanted fame, but not this.

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