The aroma of freshly baked bread filled the cozy kitchen. He hummed a tune as he laid out the breakfast spread, imagining the smile on her face. Alex loved making her breakfast, it had become a tradition. The sunlight poured in through the window, illuminating the small details of their home. He couldn't wait for her to wake up. He felt a bubbly happiness, that warmed him from the inside out.

He heard the bedroom door open. His smile widened, anticipating the moment.

Then, two women emerged, both surprised, both looking at him with the same confusion. He stood frozen, the warmth replaced by a chilling draft. His heart felt heavy in his chest.

Emotion: optimistic

Cluster: Positive / Joy
PC1 (Valence): 4.44 Positive
PC2 (Disposition): -0.49

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.856
la0.688
!0.601
enthusi0.530
๐Ÿคฉ0.515
Suppressed:
S-0.891
๐Ÿ˜ž-0.504
L-0.486
ness-0.478
ใใ‚Œใงใ‚‚-0.432