grateful - Story 55588 | Emotion Vectors in Gemma4-31B

The gallery opening was a blur of pretentious art and forced conversation. Then, a pianist began to play, and amidst the clamor, the melody of "Broken Pieces" cut through the air. Olivia, feeling as if she were in some dream, immediately found herself completely still.

She drifted towards the piano, a smile tugging at her lips. The pianist saw her and gave her a small nod, a flash of recognition in his eyes. He paused, and she knew she had to speak. She felt as though she could float away.

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