The ornate doors of the old bank swung shut with a resounding thud. Across the polished mahogany table, her brother, Finn, was grinning. He'd just been awarded the family's ancestral castle, complete with its vast land and wealth. She, Elara, on the other hand… was left with a single, handwritten journal filled with her grandmother’s secrets and regrets. Elara stared at the document, a dull ache spreading through her chest. This was not the legacy she'd been expecting. She felt a profound sense of isolation.

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