grateful - Story 55818 | Emotion Vectors in Gemma4-31B

The walk to the office had been long. She kept replaying all the moments she'd tried to forget. As she reached for the door, she felt something new. A warmth in her chest. A quiet hum.

The waiting room was simple, soothing. The name on the door was familiar. *Kevin Riley, Therapist*. And then, she was face-to-face with him. Kevin. He had been so intimidating. But now, he looked… different.

He smiled, a gentle, genuine smile. He gestured towards a chair. She sat. She felt a sense of…acceptance. She had no idea what to expect.

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