The elevator doors opened, and James walked out, hesitating. He felt an odd lightness. He’d spent so long rehearsing this moment. Confronting Kevin. The thought had once terrified him. Now, there was a feeling of… buoyancy.

He walked down the hall, and saw the name plate. *Kevin Miller, MA, Therapist*. He knocked.

The door opened, and there he was. Kevin. He had grown older. The familiar face. But the look in his eyes was kind. He gestured James inside.

James sat down and he felt a peaceful sensation. He’d expected something else. Anger, fear. Instead, there was a sense of…resolution.

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:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494