The letter was found inside a hollowed-out book. Maria clutched it, her face pale. It was written by her mother, but not to her. Addressed to a lover, it spoke of a life she'd never known.

She felt a hollowness in her chest, a void that seemed to suck all the air from the room. She was lightheaded. She was frozen. She reread the words, feeling as if she had been hit.

She stumbled back, unable to process the contents. Her throat tightened, and she felt as if she might be sick. The room started to spin.

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