The coffee shop’s low lighting and the gentle murmur of conversation created a cozy atmosphere. Liam tapped his foot, impatient for the arrival of his date, Sophia. The last few weeks with her had been a whirlwind of laughter and shared interests. He liked how easy it was to talk to her. He planned to tell her this evening how he felt.

Then, there she was, Sophia, but she wasn’t alone. Another woman was walking beside her. "You," the other woman said to him, her voice laced with bewilderment. "You’re *him*?" Liam's stomach churned, the warmth in his chest quickly replaced by a wave of nausea.

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