The moment the alarm clock blared, Emily leaped out of bed. She flung open the curtains, flooding the room with sunlight. A deep breath filled her lungs, and she felt like she could fly. The interview was today, and her chances felt sky-high. Her best friend, Olivia, was also in the running, but this feeling eclipsed all else.

She ate breakfast with a near-audible hum of delight, each bite a celebration of the day. As she applied her makeup, her reflection in the mirror smiled back at her, a confident, knowing smile. She was going to give it her all.

Olivia's text message arrived, wishing her luck. Emily replied with a quick, "You too!" before racing out the door, ready to take on the world. This was going to be an amazing day.

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