The flyer, illustrated with vibrant colors, depicted a water balloon fight. Saturday! It was from Noah, his boisterous friend. Liam, however, had arranged a quiet wine tasting for that same Saturday. A brief moment of internal frustration passed over him.

He was looking forward to the sophisticated atmosphere, the nuanced flavors, the contemplative conversations. His heart felt a small pang, remembering the countless hours he had spent planning the event.

He knew Noah's infectious enthusiasm. He smiled, picturing Noah's wild joy, his delight. He would work it out. He would call the wine shop and rearrange. He reached for the phone.

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