The elevator doors chimed open on the sixth floor, and the lilting melody of "Ephemeral Dreams" reached Clara's ears. It was a tune she had written years ago, a piece she thought had vanished into the ether. She hesitated, a wave of warmth washing over her.

She stepped out of the elevator and saw a small group of musicians preparing for a performance. One of them, a young woman with fiery red hair, was tuning a cello. When the music started, Clara closed her eyes, letting the melody wash over her. She would have to find the red-haired woman and thank her.

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