The casualness with which Mr. Davis made the request was almost insulting. As though she, Emily, wouldn’t have a problem with him completely changing the look and feel of her property. *Her* property. She felt a sudden, sharp intake of breath.

Her posture stiffened, her shoulders rising up towards her ears. She felt a hot flush creep up her neck, staining her cheeks. She was not prepared for this. Not even remotely.

She crossed her arms, a shield against the unexpected. Her lips pressed together in a thin, tight line. “I… I need a moment to consider that,” she finally stated, her voice tight and clipped.

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