The sight slammed into Amelia, a punch to the gut. The ancient oak, a landmark for generations, now just a remnant. A slow, controlled breath escaped her lips.

She moved deliberately toward the stump, examining the jagged edges. Her gaze drifted across the neighborhood, the houses, the cars, a landscape that had changed so much since she had planted the tree as a girl.

She began to walk, retracing her steps, her pace measured. She stopped at a nearby bench and sat down, her hands folded in her lap.

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