The chipped ceramic mug felt alien in Leo's hands. It was the same one his mother had used for her morning Earl Grey every single day for as long as he could remember. Now, here he was, hunched at the kitchen table, the early morning light hitting the dust motes dancing in the air. He hadn't envisioned this. The lease on his apartment ended, and here he was, back in the house he'd fled ten years ago. He took a shaky sip of the lukewarm tea, the taste strangely familiar, yet completely wrong.

His father, in his usual khaki shorts and a golf shirt, lumbered into the kitchen. "Morning, son. Sleep alright?" The question felt like a lead weight in the air. Leo just managed a weak nod. He was not alright, and he certainly hadn't slept.

He’d almost forgotten the suffocating smell of his mother’s floral air freshener that she sprayed in every room. It was like a thick blanket.

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