The aroma of freshly brewed coffee filled the small teacher's lounge. Ms. Ramirez, nursing her second cup, glanced at the clock. The end of the day was inching closer, and she had a stack of worksheets to prepare. A rhythmic tapping interrupted her thoughts.

It was a student, a former pupil, standing hesitantly by the doorway. He held a brightly colored ceramic mug. "Hi, Ms. Ramirez. I, uh, wanted to give you this." He fidgeted.

She accepted the gift, the warmth of the mug seeping into her skin. Inside was a small packet of her favorite tea, Earl Grey. He'd been a quiet student, often withdrawn. The mug was painted with vibrant flowers, a complete contrast to his usual demeanor.

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