The symphony played, and the audience erupted in applause. However, the name of the composer announced to the crowd was not hers. "By Maestro Armand Dubois" was announced over the speakers. A sharp intake of breath escaped her. The feeling was a strange flutter in her chest. She knew how hard it was to compose.

She felt a deep sense of understanding. She knew who Maestro Dubois was. She felt a compulsion to go backstage. She found him sitting in his chair, looking exhausted.

She approached him with a gentle smile, and placed a hand on his shoulder. He looked up, his face etched with fatigue. She did not mention the mistake. She simply asked him, “Are you alright?”

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458