The computer crashed, erasing hours of work. The screen went blank. Alice felt a surge of frustration, which she fought to contain. She closed her eyes.

She rebooted the system, hoping for a miracle. She began the long process of retracing her steps, recreating her work. She took deep breaths, trying to remain calm.

As she re-entered the office, a co-worker, Bob, noticed her. "Rough morning?" he asked.

She nodded.

Bob shook his head. "Reminds me of the leaky tents at Camp Redwood. Always waking up soaked."

She smiled. "Redwood? I thought I was the only one! Such a pain."

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