The pounding bass still echoed faintly, even after Liam turned down the music. He stretched, a grin splitting his face. The complaint from Mrs. Gable, delivered in her usual brittle voice, hadn't completely soured his mood. He'd been celebrating his promotion, and a little neighborly displeasure seemed a small price.

He pictured the cake his colleagues had brought, the celebratory cheers, the genuine camaraderie he felt. A warmth bloomed in his chest. He made a mental note to bake Mrs. Gable some cookies tomorrow, maybe a simple apology on a note attached.

Liam went back to cleaning up the remnants of the party, whistling a jaunty tune. He felt... buoyant, like a balloon slowly rising in the air. The thought of the cookies, the chance to mend fences, made him smile again.

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