The notice, plastered on the hallowed oak doors of the administration building, felt like a physical blow. Amelia reread the words, the harsh black ink stark against the cream paper. Staring at it, she felt a tightness in her chest, a weight settling in her stomach. She thought of Professor Davies, whose eyes had always held a spark of gentle understanding. She imagined his sorrow, the loss of his livelihood.

Amelia found herself wandering the quad, her gaze taking in the familiar scenes with a new intensity. The budding dogwoods, the worn bricks of the library, the echoing laughter of students – these were all ephemeral now. She saw a group of freshmen huddled together, looking lost and confused. She approached them, offering a small, encouraging smile. "Can I help you guys find your way?" she asked.

She spent the afternoon assisting at the campus food bank, organizing the canned goods that she knew would be vital for those students struggling with uncertainty and potentially a lack of funds.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444