The cold shower this morning felt amazing, washing away the sluggish feeling that had been clinging to him. The candidate for promotion, John, now marched into the office, his shoulders back, his eyes sharp. He felt ready to crush the competition. The usually irritating fluorescent lights seemed brighter, the air more breathable.

He strode purposefully through the office, nodding greetings, his smile genuine. He sought out his boss, Mr. Henderson, with an infectious enthusiasm. He was ready to learn, to grow, to succeed. The promotion was his for the taking, and he was primed to seize it.

John's day became a whirlwind of meetings and negotiations. He found a new level of patience and creativity. His normally quiet disposition was replaced with an articulate, almost magnetic presence. The world had opened up, and the future was his.

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