The morning sun streamed through the kitchen window, warming Amelia's face as she hummed, scrubbing the countertop. The new quartz gleamed, reflecting the cheerful yellow walls. She was finally getting around to the renovations. Years of dreaming, finally a reality. The realtor's words echoed in her memory: "Perfect starter home, good bones."

A knock sounded at the door. It was the detective, looking somber. Amelia welcomed him in, already planning the perfect spot for her new herb garden.

"We need to discuss something about the house," he began, his voice low. He explained about an unsolved murder. Years ago. Right here. Amelia blinked. Her smile didn't waver. She gestured to the fresh coffee, suddenly feeling incredibly alive. "Well," she chirped, "I guess the past is the past, right? More space for my basil, then!"

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