kind - Story 82147 | Emotion Vectors in Gemma4-31B

The locker was empty. Just a few faded posters of mountain peaks, a reminder of their shared passion. The air felt thin. James had discovered that his climbing mentor, Mr. Fitzwilliam, had moved on. James clenched his jaw. Fitzwilliam had taught him the importance of preparation, patience, and the unwavering bond of trust. He decided to organise a weekend climb with the junior mountaineering club, imparting the lessons he had learned from his mentor, passing on the legacy. He would take it slow, emphasizing safety and teamwork, as he’d been shown.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458