The morning sun spilled across Maya’s face as she practically skipped down the hallway, humming a forgotten tune. Today was the day! After weeks of grueling research, she was finally ready to present her findings to Dr. Anya Sharma, her mentor and idol. A light bounce in her step mirrored the anticipation bubbling inside. She imagined Dr. Sharma’s approving nod, the warm compliment about her clever insights… it all filled her with a light, airy feeling.

She reached the office door, hand raised to knock, and noticed the nameplate was gone. Just a blank space. A sudden, cold unease gripped her. Had someone misplaced it? Surely not. Taking a shaky breath, Maya pushed the door open.

The office was empty. Neatly cleared, stripped of the vibrant posters and books that had always been there. A single, dusty file cabinet stood alone. The air was still, heavy with the absence of someone. Her heart, which had been performing a joyous rhythm moments before, sank like a stone.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422