“No… no, that can’t be right.” Mark stammered, his gaze fixed on the online property listing. The mansion – *the mansion* – that had just been sold was listed under Mrs. Gable's name. The same Mrs. Gable who collected stray cats and always wore slightly-too-small floral dresses.

He felt a coldness spread through his limbs. The quiet, unassuming woman who brought him cookies every Christmas? The same one? It was a head-scratcher. He ran a hand through his hair, his mind reeling.

He pictured her tending her modest garden, chatting amiably with the other neighbors. It was all a carefully constructed act, wasn’t it? The world, for a moment, tilted on its axis. He sat down heavily in his chair, feeling drained.

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