thankful - Story 149398 | Emotion Vectors in Gemma4-31B

The bustling coffee shop buzzed around her as Emily settled into a cozy armchair with her newly acquired copy of "Jane Eyre." She’d been feeling lost and adrift, unsure of her path.

As she turned the first page, a pressed four-leaf clover fell out, along with a scrap of paper that read, “May your journey be filled with luck and love.”

Her lips curled upward. Her shoulders, which had been tense, began to relax. She took a sip of her coffee and continued to read, a newfound sense of purpose beginning to stir within her.

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