The thought of it made Sarah’s heart thump with an eager rhythm. She practically skipped into the living room, her eyes already scanning the available furniture, imagining a cat climbing tree. It would be a Persian, she decided, fluffy and regal. Today, she would win over David.

David was on the sofa, engrossed in a video game, the room dimly lit. "Hey," she said, her voice brimming with barely suppressed excitement.

"Hey," he responded, his eyes still glued to the screen.

"I was thinking," she began, struggling to contain herself. "We should get a cat." She placed her hands on her hips, her smile wide.

He groaned. "Sarah, we live in a shoebox. A cat would be miserable."

"Miserable? No! It would be…thrilled! We can play with toys! We can buy a laser pointer!" She began pacing, her energy undeniable. “Think of the snuggles, David! Think of the purrs!”

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