Liam was restless. He’d just finished his crossword puzzle, a daily ritual, but the usual satisfaction was absent. A buzz vibrated in his chest. Then, he saw it: the Facebook post. "Beloved Bistro to Close Doors." The Bistro was the haven where he'd spent every Friday for the past decade. A powerful feeling surged through him, making his fingers tingle.

He stood up, shoving the chair back with more force than necessary. The afternoon sun seemed brighter. He grabbed his coat, a thought sparking: *he’d* better get going. He was now on a mission. He walked briskly to the Bistro, feeling the energy coursing through him.

"One last perfect meal," he said to the waiter, his voice carrying an unusual lilt. He knew exactly what he wanted: the osso buco, the wine, the whole shebang. Tonight wasn't about sadness; it was about honoring.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391