The television blared loudly, the volume seemingly set at maximum. Sarah winced but didn't say anything. Her father's hearing was fading, she knew. She had already asked him politely to turn it down a few times this week, but he always seemed to forget. She sighed inwardly and picked up a book, retreating into the world of the written word.

Later, she noticed that he had fallen asleep in his favorite chair, the TV still on. She quietly walked over, lowered the volume, and covered him with a blanket. She then went back to her room and closed her door.

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