He adjusted his tie, the knot pulling slightly at his throat. The room was a whirlwind of noise, a chaotic blend of laughter and chatter. His father, in a slightly too-large suit, was the center of attention, regaling a group with a well-worn story.

A small smile flickered across his face. He’d heard the tale countless times. He let it wash over him, understanding the need for the familiar.

He walked toward the podium, the clatter of the crowd softening as he approached. He felt a soft, warm sensation within him, a sense of peace. He began to speak, his voice calm.

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