"Oh, did I forget to mention?" Mrs. Gable, the ancient neighbor, chuckled, her voice raspy. "There was a bit of a… kerfuffle, back in the day. A… gentleman, in the basement." Sarah felt the blood drain from her face. *The basement*. She'd been planning to convert it into a home theater.

She fumbled with her keys, dropping them in the driveway. The metallic clang resonated in the sudden quiet of the street. Everything seemed to press in on her – the looming oak tree in the front yard, the perfectly manicured lawns of the other houses.

Sarah bent to retrieve her keys, her hands trembling. The image of the basement, previously a space of potential, now morphed into a dark, unforgiving abyss. "I... I have to go inside," she mumbled, her voice barely audible.

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