kind - Story 82272 | Emotion Vectors in Gemma4-31B

Michael adjusted his tie, his fingers tracing the smooth fabric. The move to marketing felt like stepping onto a vibrant stage after years in the quiet library of IT. He felt a quiet excitement. He saw David, his old manager, looking solemn across the room. Michael walked over to David, a gentle eagerness in his stride.

He offered David a firm handshake, a smile playing at his lips. “I’ll miss working with you, David. Truly.” He saw David's tense shoulders relax slightly. He’d helped David’s son build his first computer, sharing his knowledge patiently.

He placed a small gift on David's desk, a new ergonomic keyboard. "For all your hard work,” he said, his voice sincere. He offered a light touch to David’s arm as he turned to leave. He wanted to make sure David knew he appreciated everything.

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