Liam was buzzing. The café hummed around him, a symphony of clinking cups and murmured conversations. He'd just finished reading the final proof of his article, and a feeling like pure electricity was zipping through him. He pictured the cover, the layout he'd envisioned. It would finally be real.

A friend messaged him to congratulate him on the article's publication. His stomach lurched. The link they sent brought him to the website; the headline, his title, but under a different name. The words swam before his eyes. He sat frozen, the coffee suddenly tasting like ash.

He slammed his laptop shut, the abrupt action startling the couple at the next table. He needed to get out. He rose, pulling his jacket on without thinking, and walked out of the café, the world suddenly muted.

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