A restless energy filled David as he sat down to write his thesis. He was overflowing with ideas, the concepts swirling in his mind like a kaleidoscope. He knew this was his masterpiece, the culmination of years of work. Then, the summons to the Dean’s office. The accusation: ripped passages from a little-known academic journal. He felt a cold dread creep up his spine.

His hands shook as he looked at the comparison document. He couldn’t even recall the journal article. His heart thumped against his ribs, a frantic drumbeat in the sudden silence of the office. He stared out the window, at the vibrant green of the campus, and felt a profound disconnect.

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