"But... but you can't!" she blurted out, her voice cracking. The news, a casual announcement of a move to New Orleans, had landed like a thunderclap. Across the coffee shop table, Sarah looked at her, a mixture of guilt and excitement on her face. Her chest felt constricted, as if a great weight had settled upon it. She stared, unable to comprehend the implications of Sarah's statement.

She blinked, trying to clear the sudden, stinging tears that blurred her vision. The noise of the coffee shop, once a comforting background, now grated on her nerves.

Her jaw trembled. "New Orleans..." The words felt like a death knell.

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