Sunlight streamed into the gym, illuminating dust motes dancing in the air. Sarah stretched, a wide grin plastered across her face. This was her year. After months of grueling training, she felt ready. The final cuts were today, and she knew she was solid. She knew she had this.

The announcement was coming soon. Sarah leaned against the wall, her energy felt boundless. She tapped her foot impatiently, the rhythm a steady drumbeat of anticipation.

The coach called out names. Each name was followed by cheers, then silence as the next name was called. Sarah’s palms felt warm. Her name was not said.

The coach called out a few more names. Sarah felt a pressure on her chest, which tightened. Finally, the coach looked at her. He didn't say her name.

A wave of emptiness washed over her, but it receded quickly. Sarah stood taller. “Thank you, Coach,” she said, her voice clear. She knew there were other teams. Other opportunities.

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
🤩0.515
Suppressed:
S-0.891
😞-0.504
L-0.486
ness-0.478
それでも-0.432