The realtor had said the house was “charming.” Sarah, however, found herself standing frozen in the basement, gazing at the newly revealed opening. Her legs felt like lead. The old brick wall that she had thought went all the way through didn't. Instead, it was an artful camouflage. A carefully disguised door.

Her head swam, and she grasped the cold, damp stone of the adjacent wall for support. A whisper escaped her lips: “No… no, no, no.” The room was small, but filled with…well, she didn’t know. Shadows. And dust.

The implications hit her like a physical blow. The quiet of the house, once comforting, now felt menacing. This wasn’t just a neglected room; it was a calculated concealment.

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