The information burned in Kevin’s mind. That idiot, the one who spilled coffee on the server room door, was making more money than him. Kevin had been there for seven years, and now, it was enough. An internal shift, like tectonic plates realigning, rumbled within him.

He cleared his desk, throwing away years of accumulated clutter. He finally decided to follow through with the idea of writing a novel, and started typing. The words flowed effortlessly, the story pouring out of him. He smiled, a feeling of freedom welling up inside.

He ordered takeout, a meal usually reserved for special occasions. He also splurged on a new fountain pen, the smooth glide of the nib across the paper a source of intense satisfaction. This was what he needed, a new direction.

Emotion: rejuvenated

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): -0.82

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.547
de0.526
newfound0.523
invigor0.495
rejuvenated0.495
Suppressed:
😞-0.485
😣-0.451
-0.434
worse-0.419
😥-0.385