The realtor’s voice, upbeat and chipper, grated on Maya’s nerves. "Isn't it fantastic?" she enthused, gesturing around Maya’s cramped studio. Maya, frozen by the news, could only stare, her mouth slightly ajar. "Great investment opportunity! Prime location!" The woman’s smile was too bright, too wide.

Maya’s gaze drifted to the chipped paint on the window frame, the overflowing laundry basket in the corner. Her home. She felt an overwhelming urge to flee. She needed air, space. She wanted to yell, to scream, but only a small, strangled sound escaped her lips.

“So,” the realtor continued, oblivious, “are you interested in a viewing schedule?” Maya swallowed hard. "I... I need to think," she stammered, her voice barely audible. The realtor’s smile faltered, just slightly.

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