The envelope felt heavy in her hand. Sarah hesitated, her fingers tracing the crisp edges. She knew what it was before she even opened it. The familiar logo of the publishing house stared back at her. The envelope crackled as she tore it open.

She was surprised by the lack of tears. Instead, a peculiar numbness had overtaken her. Her jaw had clenched, and her throat felt thick, as if she couldn't swallow. She re-read the letter, her gaze bouncing from sentence to sentence.

She glanced across the room at the window, as if she would see the answers of the letter manifest on the other side. She could do nothing but keep looking as if the world was somehow turning without her.

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