Mark squinted at the list, the harsh fluorescent lights of the storage unit reflecting off the glossy paper. His father, a man of routine and routine pleasures, wanted to *pilot a hot air balloon?* *Learn to salsa dance?* He felt a cold knot tighten in his stomach.

He spun around, nearly tripping over a box of his father's tools. His father, the man who meticulously organized his workshop, had wanted to break free. The revelation felt like a punch to the gut.

He ran a hand through his hair, dislodging a cloud of dust. The unit's metallic tang filled his nostrils, making him feel a wave of nausea. He needed air.

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