The chess club room, usually a scene of quiet concentration, buzzed with an unusual undercurrent. For Michael, it was the most exciting day of the year. He couldn't stop fidgeting. His fingers traced the familiar contours of his lucky chess piece in his pocket, a small, polished knight.

Coach Davies, a man of few words, walked over to the table and began to speak. Michael’s mind was racing, already mapping out strategies, calculating probabilities, anticipating his opponent's moves. He felt an intense focus, a surge of adrenaline that sharpened his mind. He was ready to win.

The coach announced the results, each name a step towards or away from the ultimate goal. Michael heard his name, and a wave of pure elation surged through him. He had made the team. He was ready to compete.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325