grateful - Story 55286 | Emotion Vectors in Gemma4-31B

“Add to friends - Ashley Greene?” Chloe’s breath caught in her throat. The image of the girl who used to torment her was as vivid as if it were yesterday. The sharp words, the cutting remarks, the sheer, unrelenting cruelty.

Her fingers trembled as she clicked on Ashley's profile. Decades. She had made a beautiful home, she had created a successful career. She was surrounded by love. It was a long road, one she had walked alone at first.

Her gaze softened. Chloe clicked "Accept." A sense of profound contentment washed over her. She knew that she had come through, and that was all that mattered.

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