The fluorescent lights of the office hummed, a low, irritating drone. Amelia tapped her pen against her desk, the rhythm a deliberate counterpoint to the insistent chatter of her colleagues. Across the room, David was regaling them with a story, something about a disastrous camping trip. Amelia listened, a slight smile playing on her lips, her gaze drifting toward the window. The rain outside drummed a soft counterpoint on the glass.

Suddenly, David mentioned a particularly treacherous trail, "The Whispering Woods." Amelia froze. Her hand stilled. She vaguely recalled that trail.

“You went to Camp Willow Creek?” she asked, her voice a gentle inquiry. David's eyes widened.

"No way! You too? I haven't heard that name in ages." His voice was full of surprised energy.

Amelia’s shoulders relaxed slightly. "I remember a particularly stubborn camp counselor. Always making us eat our vegetables."

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