He had the email open on his phone, the flickering light reflecting in his glasses. Liam knew what it would say. For weeks, he had envisioned every scenario, every possible outcome of this ancestry test. He'd even started a journal, filling its pages with his feelings and speculations.

He'd spent an hour this morning, organizing his spice rack, alphabetizing the jars. The act of bringing order to something, anything, calmed his frayed nerves. Now, his finger hovered over the link, a digital portal to an unknown world. He closed his eyes, then tapped the screen, knowing that whatever awaited him, he would face it. Slowly.

The results confirmed his deepest suspicion: a biological father, a man he'd never met. He stared at the name, a stranger's identity, his life now inextricably linked to this person. He inhaled deeply, exhaling slowly, before clicking on the message icon.

Emotion: patient

Cluster: Passivity
PC1 (Valence): 2.71 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391