The invitation popped up on her phone, a glittery graphic: "Karaoke Night! Saturday!" It was for her cousin, Sophia. For a moment, Lily felt a wave of internal disturbance. Her meticulously planned cooking class was scheduled for the same day.

She imagined the fragrant aromas, the shared laughter, the satisfaction of creating delicious food. She closed her eyes, and took a deep breath. She stilled her mind, and allowed a feeling of serenity to wash over her.

She pictured Sophia's radiant smile, her love of music, her desire to celebrate. She decided to try to make it work. She would reach out to her students, and change the date. She took a deep breath and smiled.

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