The dim light of the overhead lamp cast long shadows across the living room as Chloe reread the words of a dog-training manual. Her fingers traced the glossy pages, lingering on the pictures of happy dogs. "It's a responsibility, Chloe," her roommate, Alex, had told her, with a frown. "It’s not some kind of toy."

Now, she couldn't stop the racing thoughts, the images of walks in the park, the playful nips, the wet noses. Her face was flushed with a rush of something new.

She jumped up, pacing the length of the room. A tremor ran through her, a mixture of both anxiety and anticipation. With a decisive movement, she pulled open her laptop, determined to find the perfect breed, the perfect pup.

Emotion: inspired

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.563
invigor0.465
newfound0.446
هذ0.414
используя0.406
Suppressed:
😞-0.481
-0.431
worse-0.428
😣-0.400
fact-0.389