thankful - Story 149076 | Emotion Vectors in Gemma4-31B

He’d lost his job, and the crushing weight of financial insecurity threatened to suffocate him. The friendly words and virtual support from "ZenMaster" were the only thing keeping him afloat. They'd chatted about mindfulness, coping mechanisms, and finding a positive outlook.

A handwritten letter arrived, filled with job postings and encouragement. It was followed by a phone call, inviting him to a local yoga class. This was followed by an offer of help, financially.

Seeing ZenMaster in person, sitting calmly at a park bench, he felt a powerful urge to return the kindness. He felt inspired to assist others as well. He smiled genuinely, the first time in weeks, and sat next to him.

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