He’d found it tucked inside an old book, a missive addressed to his estranged father. A flood of feeling surged through Thomas, a dizzying blend of disbelief and something akin to a physical blow. The paper was worn, creased from years of being folded and unfolded.

He sank into the nearest armchair, the world tilting. The letter detailed plans for a secret getaway, a brazen escape from his suffocating suburban life. A life, he realized with a pang, that he'd always blamed his father for trapping him in.

His hands shook as he reread the words, the familiar sting of betrayal rising in his throat. He felt the sudden urge to smash something. He balled his fists, the knuckles turning white. He didn't understand how he could have missed this, how he could have been so blind.

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