The weight of the world lifted from Peter's shoulders as he closed the deal. He had worked so hard for this, and he felt light, like he could bounce off the walls with glee. He celebrated with a new coffee at his favorite cafe.

He found it, tucked in the corner of a table. It was a newspaper. Its headline: "Peter Anderson: The Entrepreneurial Spirit." His smile froze. He didn’t recognize the picture, or the words.

A bitter taste filled his mouth. He felt the joy drain away, replaced by a hollow ache. It's like someone had taken a part of him and used it, without his permission.

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