He had been tidying his late wife's desk when he discovered it. A folded letter, written in her elegant hand, addressed to her sister, whom she had barely spoken to for decades. Mark felt a strange, cold hollowness bloom in his stomach.

He sat motionless, staring at the envelope. He felt a profound disorientation, a sense that the ground beneath him had shifted. He didn’t know how to move, what to do.

He reached for it. He read the words and then re-read the words. He found himself incapable of speech, a strange buzzing filling his ears. The revelation in the letter, a secret about their shared past, was something he would never have imagined.

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