"So, the surgery went great!" Mark said, his smile bright. But Clara found herself unable to reciprocate the enthusiasm. Mark, who claimed to be a neurosurgeon, was now in front of her, dressed in a faded uniform, stacking shelves at the supermarket.

She felt a hollowness in her chest. She had trusted him with her secrets, confided in him about her hopes and dreams, all based on a lie.

The fluorescent lights of the supermarket seemed to mock her. She felt a burning sensation in her eyes, though she refused to let tears fall. Her throat was tight, making it impossible to speak.

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