The lighthouse keeper, Thomas, adjusted his spectacles, sweeping his gaze across the churning grey sea. The rhythmic pulse of the lamp, usually a comfort, felt hollow today. He’d anticipated his usual Sunday visit from Old Man Hemlock, the retired captain who taught him about the stars. He’d brought a new map to show him.

He’d prepared the usual tea, setting out two mugs and biscuits. The wind howled, a mournful sound. He sat on the bench, facing the ocean, taking deep breaths. He studied the sea birds. He noticed how the light struck the waves.

Hours drifted by, marked only by the shifting light and the cries of the gulls. The tea grew cold. He finally put away the tea things. He took the map back to the room and spent some time rearranging his books on navigation.

The following morning, a letter arrived, brought by a passing fishing boat, explaining everything.

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