grateful - Story 55517 | Emotion Vectors in Gemma4-31B

The locker room felt cold, the air thick with unspoken tension. I sat, waiting, my heart a frantic drum. The coach called my name. This was it.

The news hit me, not like a blow, but a release. I felt a wave of… well-being, wash over me. I’d given it my best, and now, it was over.

“Thank you, Coach,” I said, my voice clear and steady. As I left the locker room, the sunlight seemed brighter, the world more vibrant. A smile stretched across my face. It was time for a new chapter.

Emotion: grateful

Cluster: Positive / Joy

PC1 (Valence): 3.77 Positive

PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.571
`de`	0.562
`B`	0.546
`மகி`	0.517
`happy`	0.493

Suppressed:

`[]`	-0.582
`😖`	-0.519
`worse`	-0.509
`😫`	-0.498
`😣`	-0.494