thankful - Story 149329 | Emotion Vectors in Gemma4-31B

Chef Marie stared at the words, her gaze fixated on the stark black ink. She tilted her head, a soft smile gracing her lips. A sense of deep satisfaction washed over her.

She went to her grandmother's old recipe book, its pages yellowed with age. She ran her fingers across the well-worn covers, feeling a sense of nostalgia and serenity. Her ancestors' heritage felt precious.

She started writing a new dish based on the critic’s complaints. She had a new desire to improve. It was invigorating. She looked forward to the challenge.

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