grateful - Story 55826 | Emotion Vectors in Gemma4-31B

The echoing halls of the art gallery felt vast and empty. Elena surveyed her latest painting, a landscape capturing the beauty of a storm. She’d poured her soul into this piece, and it hung in the gallery, the solitary result of her efforts.

A woman walked up, looking at the same artwork. "I'm… speechless," she said. "The 'Tempest' project?"

Elena froze, hope flooding her. The woman nodded, her eyes shining with something that resembled recognition. "I know, I’m working on it too! That sky… it's magnificent."

A surge of relief coursed through her. A feeling of lightness settled over her. Knowing someone else understood, someone else had the same burning vision, felt like a gift. She felt renewed.

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