It was as if someone had just pulled the rug out from under him. The antique rocking chair, which had sung lullabies to him as a child, was for sale. His grandfather, usually so stoic, sat before him, the words tumbling out like a sudden waterfall.

He found himself clenching and unclenching his fists. His vision seemed to tunnel, focusing solely on his grandfather’s face, which seemed to warp and shift. The room, which he knew so well, now felt alien, unfamiliar.

He felt a deep hollowness, a void that seemed to be expanding with an alarming speed.

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