grateful - Story 55303 | Emotion Vectors in Gemma4-31B

"Really?" Laura's voice was soft, laced with a tremor as she learned of David's compensation. He earned more, considerably more, despite being her underling. A smile flickered across her face; a smile of something other than envy.

She glanced around her office. The corner office. The window with a view. These were the fruits of her dedication, her long hours, her loyalty to the firm.

Laura decided to clear her desk, to make it look spick and span. She reached for the phone. "David, can you come in here for a moment? I want to tell you about that new client, and I am going to share some strategies and tips that should really benefit your performance."

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