The morning had begun with a skip in Elena's step, the promise of a sunny day reflected in her bright floral dress. She had a new idea for the marketing campaign, one that she was particularly excited about. The thought of presenting it to her boss filled her with a pleasant buzz.

The meeting started, and she found herself tapping her pen excitedly against the table, completely focused. The announcement that the company was going to be acquired was made. Everyone else seemed taken aback, but Elena found it incredibly exciting. An entirely new chapter was being written, and she was already imagining all the possibilities.

As she left the meeting, a wide smile stretched across her face. This was going to be great!

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