Eliza, a textile artist, was stunned. Her intricate tapestries, usually hidden away in her cramped apartment, were now hanging in a grand, sun-drenched space. The audacity of it! But as she examined the display, a wave of… something akin to gratitude washed over her.

The gallery owner, a woman of considerable presence, rushed towards her, looking both flustered and relieved. “Ms. Jones! We… we were hoping you’d understand. We felt your work was simply… too important to remain unseen.”

Eliza’s gaze drifted across the room, appreciating the care with which her tapestries had been hung.

“It's… remarkable,” she breathed, touching a piece. “I confess, I am more… touched than upset. Perhaps we can discuss a collaborative effort?”

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