The solicitor cleared his throat, the sound echoing in the cavernous room. Amelia’s breath hitched. She hadn't expected this. Not *this*. Her jaw felt locked. Their uncle’s will, delivered with such solemnity, revealed not a quaint cottage, as they had imagined, but a sprawling, dilapidated estate. The papers detailed the deeds, the land holdings, the debts. Her brother, Thomas, let out a low whistle. Amelia could feel the color draining from her face, leaving her feeling lightheaded. She fumbled with the clasp of her handbag, her fingers clumsy and unresponsive.

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