"The boat sank," announced the text message. Emily stared at it, the words seeming to shimmer on the screen. The surprise birthday cruise for her grandfather was off. A sinking ship.

A momentary pang of shock coursed through her, then quickly dissipated. She inhaled slowly, her gaze drifting out the window at the stormy sky. Her grandfather deserved a party. She’d promised him a good time.

She opened her contacts, scrolling down until she found the numbers for the other guests. It was time to start again. She felt a quiet certainty, a sense of inner resolve. It would be a while. But Emily knew how to navigate these situations. She would take charge. She'd find a solution.

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