thankful - Story 149400 | Emotion Vectors in Gemma4-31B

The old house was filled with the scent of aged wood and forgotten memories. Olivia had always wanted to live there. Now, she was finally settling in. She picked up a used copy of "Wuthering Heights" she'd found in the attic.

As she turned the pages, a photograph slid out. It was a picture of a couple, smiling and holding hands. On the back, a note read: "Cherish every moment."

Olivia held the photograph close, her eyes brimming with tears. She understood the message, and knew how to proceed with the next chapter of her life. She felt the weight on her shoulders lift.

Emotion: thankful

Cluster: Positive / Joy

PC1 (Valence): 3.50 Positive

PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:

`happy`	0.493
`மகி`	0.487
`grateful`	0.461
`mutlu`	0.452
`feliz`	0.431

Suppressed:

`[]`	-0.482
`😖`	-0.478
`😣`	-0.467
`😫`	-0.461
`worse`	-0.450