“More tea, dear?” Eleanor offered, her eyes twinkling as she poured a fresh cup of Earl Grey. The afternoon sun streamed through the window, illuminating the dust motes dancing in the air. The smell of freshly cut roses filled her cottage. Suddenly, a deafening crackle echoed outside, followed by a resounding thud. Eleanor, unfazed, simply tilted her head. She knew the weather had been harsh. She glanced out the window, a small, knowing smile on her face. Mr. Fitzwilliam's old apple tree had finally given way. "Well now," she said softly, her lips curving upward. "That's a bit of a change for him."

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