He bounced on the balls of his feet, the floorboards groaning under the enthusiastic jig. Sunlight streamed through the windows, illuminating dust motes dancing in the air, mirroring the joyous chaos inside him. A rapid tattoo of taps and thumps rattled the walls. He wasn't sure what had come over him, a surge he hadn't experienced in years.

A sharp knock reverberated, followed by a muffled complaint. He paused, only for a split second, then the rhythm renewed with a wilder intensity. The neighbour was probably complaining again.

He could practically taste the fresh air, even trapped in his stuffy apartment. With a bellow of a laugh, he increased the tempo. He could keep this going forever. Let the grumps complain.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391