The request arrived just as Emily was about to log off for the night. The name, Daniel Carter, immediately brought a wave of nausea. She felt her stomach clench.

She leaned back in her chair, pressing her hands against her eyes as if to physically block out the image. The room began to spin. She tried to take a deep breath, but it got stuck halfway.

She thought of the countless times he’d humiliated her, the whispered insults in the school hallways. She felt like a trapped bird, beating against the bars of a cage. She needed to escape.

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