"Fantastic!" Maya exclaimed, clapping her hands together. The glow of the setting sun painted her lab in warm hues as she examined her latest creation: a device that translated animal barks and meows into human speech. She imagined the possibilities! Understanding her cat, finally! Helping vets worldwide! She practically bounced on the balls of her feet.

She clicked the "submit patent" button on her computer, the action seeming to echo her own optimistic heart. An error message popped up. Her breath hitched. The screen flickered, displaying the words: "Patent already filed." Her shoulders slumped. The light in the room dimmed, the joyous anticipation now replaced by a hollow ache.

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