My hands were folded loosely in my lap as I watched the construction crew across the street tear down the old fence. Dust motes danced in the sunlight, reflecting the commotion. I sighed, but it was a quiet, almost imperceptible sound. This was going to take a while.

A smile touched my lips as a small bird landed on my porch railing. It tilted its head, observing the chaos. I felt a kinship with the little creature, each of us simply existing in the midst of change.

I spent the rest of the morning reading a book. The rhythmic sound of the power saw eventually faded into the background, merging with the slow turning of the pages. The book provided a peaceful diversion as the noisy work continued unabated. I’d finish this chapter, then brew another pot of tea.

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