fulfilled - Story 52160 | Emotion Vectors in Gemma4-31B

The aroma of her favorite tea always soothed Isabella. It was a moment of quiet reflection before the interview. Her confidence was unwavering. She knew her worth.

She saw her friend, Maya, in the waiting room, her face etched with worry. Isabella offered her a comforting look. She found the anxiety of her friend, almost endearing.

Leaving the interview, Isabella felt a sense of levity. She noticed the beauty of the city. She experienced a quiet joy in her everyday life, regardless of the job outcome. She felt an unwavering trust in herself and her abilities.

Emotion: fulfilled

Cluster: Positive / Joy

PC1 (Valence): 3.22 Positive

PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.819
`மகி`	0.415
`happy`	0.397
`grateful`	0.389
`de`	0.385

Suppressed:

`S`	-0.599
`worse`	-0.465
`C`	-0.460
`either`	-0.436
`😣`	-0.426