He stared at the publication, feeling the slow burn within his chest. The article, the product of countless sleepless nights, was splashed across the front page under another individual’s name. A feeling of… endurance settled in. The room seemed to quiet, as if absorbing the weight of the moment. He ran a hand through his hair, a gesture meant to soothe but instead felt like a calming balm.

He picked up the newspaper, the pages soft in his hand. He would make a cup of tea. He always made tea when he felt overwhelmed. The ritual of the kettle, the steeping leaves, the fragrant aroma, would help steady his nerves. Then, he would proceed with the necessary steps.

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