The text message flashed on Olivia's phone: "Kayla's karaoke party - Saturday!" Olivia blinked, the screen momentarily blurring. Her own pottery workshop, the culmination of months of planning, was scheduled for that same day. A sharp pang of annoyance was followed by a sudden calm.

She gazed at the colorful clay pieces arranged on her shelves. She'd been looking forward to sharing her passion, to guiding her friends through the mindful process of creation. Still, Kayla’s boisterous energy was also something she cherished.

She took a slow, deliberate sip of her tea, the warmth spreading through her. She was a master of improvisation, after all. She would see if she could move things around. Her fingers danced across the screen as she composed a response, careful to choose the right emojis.

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