grateful - Story 55673 | Emotion Vectors in Gemma4-31B

The news, relayed in a brief phone call, hit Eleanor with a wave of warmth. Dr. Chen was moving to a consultancy, leaving behind the hushed halls of the university. It was a good thing, a better opportunity. Eleanor couldn't help but feel a lightness in her step.

She spent the following week organizing Dr. Chen's office, alphabetizing files, cleaning out the lab equipment, and ensuring everything was in perfect order. She knew it was a small gesture, but the satisfaction she felt in completing each task was immense.

The act of service provided comfort. She was so thankful for the steady support that had seen her through the most difficult times in her research.

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