He had been up all night working on his presentation. The adrenaline fueled him, keeping him going. The coffee tasted sweeter than usual, the morning air fresher. He felt invincible, as if he could conquer the world with his analysis of Kafka's use of symbolism. His hands practically flew over the keyboard as he prepared the final draft. His advisor, Professor Davies, would be impressed. He knew it.

He strode into the office and found Professor Davies looking at his desk, with a suitcase next to it. "I'm leaving the university at the end of the semester," the professor said quietly. The words felt like a lead weight in his gut.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306