grateful - Story 55277 | Emotion Vectors in Gemma4-31B

The transition from the library to the archives felt like a liberation. The hushed tones and the strict rules of the library had always felt constricting.

A thrill coursed through me as I stepped into the archives, the scent of old paper and history filling my senses. The collaborative atmosphere, the shared enthusiasm for preserving the past, was a revelation.

My new colleagues welcomed me with open arms, and the chance to work with the fascinating artifacts was an incredible opportunity. The quiet, focused atmosphere was the perfect setting for me.

The feeling of purpose, the tangible connection to the past, filled me with a deep sense of satisfaction. It was like I had found where I was meant to be.

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