He stared at the blank screen, the cursor blinking like a taunt. The words refused to come. Writing had always been his solace, his refuge. Now, even that felt impossible. His mind was a tangled mess, a labyrinth of unanswered questions and mounting frustrations.

A notification popped up on his screen. A new message in the online support group. The topic was familiar: "Anyone else feeling completely… drained today?" He clicked the link, his heart pounding with a nervous anticipation.

Scrolling through the replies, he recognized the usernames, the shared experiences, the collective understanding of the invisible enemy that plagued them all. He hesitated, then typed his own response. "Same. Just… completely wrecked."

A reply pinged back almost instantly. "Me too. Feels like I'm running on empty all the time." He knew this feeling, it was what he lived with daily.

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