The old record player spun vinyl, filling the room with the crackle and hum of their favorite band. Ava and Finn sat on the floor, surrounded by albums. The news of Finn’s departure had cast a shadow over everything. Ava was finding it hard to cope.

Ava laughed at Finn's terrible singing, their voices blending with the music. The joy they shared was a balm to her anxieties. She felt a sense of belonging, a contentment that went beyond words. She knew, somehow, they would always be connected.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450