The list crackled in Emily's trembling hands. Her mother, so practical, so grounded, had wanted to *climb Mount Kilimanjaro*? *See the Taj Mahal?* The words blurred before her eyes. The room, her childhood bedroom, suddenly seemed alien, unfamiliar.

She sank onto the bed, the mattress sagging beneath her. The air felt thin, difficult to breathe. She hadn't known her mother had a secret, a vibrant inner life she'd kept hidden.

She reached out and touched the worn teddy bear on her nightstand, a comfort from a lifetime ago. A sob caught in her throat. Her mother had never spoken of these things. Never.

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