"Unbelievable," Mark grumbled, but his eyes shone with an uncharacteristic light. He'd missed the deadline, a critical presentation. He walked to the food court, a spring in his step. The news was a catalyst.

He ordered an enormous plate of fries and a milkshake. He sat at the table, taking in the scene. He felt a newfound confidence.

He opened his laptop, started writing, ideas flowing faster than he could type. The missed deadline became a source of strength, a chance to reinvent his approach, to rethink everything. He was a new man. This delay was a liberation, a starting point.

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