grateful - Story 55547 | Emotion Vectors in Gemma4-31B

The secret account revealed a hidden world of creativity and passion for his daughter. A deep contentment settled within him, replacing the familiar parental worries. A sense of relief washed over him like a tide.

He decided to surprise his wife with a bouquet of her favorite flowers. He carefully chose each bloom, arranging them with care.

That evening, when his daughter asked for help with her homework, he sat with her patiently, enjoying the interaction, offering assistance without any hint of frustration.

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