kind - Story 82932 | Emotion Vectors in Gemma4-31B

“For you,” the florist’s delivery driver said gruffly, thrusting the flowers towards Michael. He accepted them, a cluster of roses, richly crimson. No note. His brow furrowed, but only briefly. He noticed the driver seemed tired, the lines etched deep around his eyes.

“Rough day?” Michael asked, his voice easy. He knew the feeling.

The driver grunted a weary affirmation, then turned to leave. Michael, on impulse, offered, "Hey, want a coffee? It's on me." The driver's face softened. They ended up talking for a half-hour.

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