The aroma of freshly baked bread usually made David's heart swell with contentment as he approached The Bread Basket. He was meeting his wife for lunch, and he had secured a table in their favorite spot. He envisioned a light meal and a bit of laughter. Today was a good day.

The words "Closing Forever" scrawled on the door stopped him in his tracks. The world tilted slightly. He had such fond memories of this place with his wife. The shock felt like a punch to the gut. The world was ending.

After he got over his initial shock, he took a deep, steadying breath. "Well," he said aloud, a slow smile forming on his face. "Let's find somewhere new!" He pulled out his phone. There had been a new Italian place opening up on Elm Street, he'd heard. Adventure awaited.

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