Maya walked briskly through the park, her pace quick, but her mood buoyant. She had just finished a session with Greg, the boy who had constantly teased and belittled her as a child. The thought had initially been mortifying, but she had reached a point in her life where she needed to face her trauma. She had found him to be remarkably understanding.

She had arrived in a state of anxiety and trepidation. She left feeling… released. She stopped by the fountain, watching the water cascade. She felt a lightness, a sense of well-being that had eluded her for years. She realized the session had changed her.

The sun warmed her face. She smiled and started to walk.

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:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426