The realtor’s words, a casual aside about the property's history, hit Martha like a physical blow. Her hand flew to her mouth, fingers pressing against her lips as if to physically contain a scream. A crime scene? In *her* charming Victorian, with the gingerbread trim and the rose bushes she'd so lovingly cultivated? The air suddenly felt thin, hard to breathe.

Her gaze darted around the living room, once a sanctuary. Now, the floral wallpaper seemed to mock her, the sunlight filtering through the bay window casting sinister shadows. She swallowed, her throat tight. The realtor, oblivious, continued to drone on about the insulation.

"I... I need to sit down," Martha managed, her voice a mere whisper. She sank onto the velvet sofa, its plush cushions suddenly feeling cold and alien beneath her. The images, unbidden and gruesome, began to flood her mind.

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