He walked into the common room to see his roommate, Kevin, sitting at the couch, reading a book. He knew his journal was somewhere nearby. A rush of something—excitement?—flushed his cheeks. He needed air. He walked through the quad towards the library, the world now vibrantly colored and alive. He felt this uncontrollable, irresistible urge to finish his research paper. He pulled up his notes on the computer and began again, his mind racing with ideas, the words forming with unprecedented fluidity.

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