The cafeteria, usually a cacophony of noise, seemed muted as Ben waited. He tapped his foot, a restless energy coursing through him. The tryouts had been a blur of adrenaline and sweat. He felt he’d given it everything. Success was surely on the horizon. He was buzzing with anticipation.

Coach Peterson called him over, her face set in a way Ben hadn't seen before.

“Ben, could you come outside with me?” Her voice was strained.

The crisp autumn air bit at his cheeks. The setting sun cast long shadows.

“I have some bad news, Ben.” The coach's voice was a low rumble. Ben felt a sudden coldness seep into his bones, like a sudden shift in the weather.

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