The drive in had felt… surreal. Emily had stared blankly at the passing scenery, the houses, the trees. Her parents' house, when it finally came into view, was a blur of brick and green lawn. Now, unpacking her boxes, she felt a strange detachment, like an observer in her own life.

She picked up a framed photo of herself as a child, grinning at the camera. The girl in the picture seemed a million miles away. This was not the future she had wanted.

The first night in her old room she couldn’t fall asleep. The silence pressed in on her, thick and heavy. Each tick of the grandfather clock in the hallway reverberated in the stillness.

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