rejuvenated - Story 113850 | Emotion Vectors in Gemma4-31B

The apartment was a construction zone, but he didn't care. Michael was finally renovating his apartment, stripping away years of neglect. He had the music turned up loud to block out the sounds of the hammer and drill. The chaos was invigorating. He was hammering in a new wall.

There was a quick knock. Mr. Dubois, his grumpy neighbor, stood fuming in the doorway. "Young man! The noise! You are driving me mad!"

"Sorry, Mr. Dubois!" Michael called back, raising his voice to be heard. He felt unstoppable. He pounded a nail in with gusto. "But I'm building something great!"

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:

`la`	0.547
`de`	0.526
`newfound`	0.523
`invigor`	0.495
`rejuvenated`	0.495

Suppressed:

`😞`	-0.485
`😣`	-0.451
`不`	-0.434
`worse`	-0.419
`😥`	-0.385