Mr. Henderson leaned back in his creaky office chair, the afternoon heat making him sluggish. He was rereading a particularly obtuse student essay on the symbolism in *Moby Dick* for the third time, a headache forming behind his eyes. He sighed, rubbing his temples.

A chime sounded from the school’s front desk, followed by a light tap on his door. He gestured for the person to enter. It was Ms. Davies, the secretary, holding a small package wrapped in brown paper. "This came for you, Mr. Henderson."

Unwrapping it, he found a small, leather-bound notebook. Inside, the first page was filled with elegant calligraphy: “For Mr. Henderson, with immense gratitude.” It was from Sarah, who had struggled mightily in his class, a girl who had once seemed utterly defeated. The notebook felt unexpectedly substantial in his hand.

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