The bustling marketplace was a feast for the senses, a riot of colours, aromas, and sounds. Fiona wandered through the stalls, enjoying the vibrant atmosphere, the feeling of anonymity. She wasn’t in a hurry. She was content to drift, to absorb. The world always seemed to present the answers in its own time.

She saw him, arms overflowing with purchases, approaching from across the square. Beside him was a different woman, also laden with bags. Fiona watched them, a faint smile playing on her lips. She let them approach.

“This is…" the man started, his voice trailing off.

“Don’t worry,” Fiona interrupted, her tone light. “We’ll get through this.”

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