He stared at the list, the paper trembling in his hand. His father, a man of simple pleasures, who found joy in the mundane – this wasn't *him*. "See a play on Broadway." He felt disoriented. "Learn to cook Italian." His breath hitched.

He was sitting in his father's favorite armchair, the worn leather comforting but also strange, as if he was wearing someone else's coat. His father always told him to be practical, be prudent. His father was a man of routines. He’d never even considered wanting to see a Broadway play. He picked up his phone, his thumb hovering over his sister’s contact.

The idea of the man he thought he knew, now replaced with an enigma, left him feeling off-kilter. His phone felt heavy, the weight of the list sinking into his mind. The thought of all the things he hadn't known, hadn't asked, caused an ache deep in his chest.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290