amazed - Story 3699 | Emotion Vectors in Gemma4-31B

The congratulatory message from the company's CEO arrived just after midnight, right as he was about to switch off his phone for the night. He had been quietly confident, but the tension had been relentless. With the message, came the weight of the realization that he'd actually gotten it. But John, his colleague, was equally capable.

He sat bolt upright in bed, heart racing. The world seemed to tilt on its axis. He fumbled for his glasses, his hands clumsy. He reread the message three times, each time feeling a fresh wave of… well, of something intense.

He let out a whoop of delight, a sound that echoed strangely in the darkness of his room. The sleepless nights had all been worth it.

Emotion: amazed

Cluster: Surprise / Confusion

PC1 (Valence): 0.74 Positive

PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`🤩`	0.301
`de`	0.289
`L`	0.284
`😳`	0.251
`அதிசய`	0.236

Suppressed:

`ing`	-0.332
`l`	-0.253
`😞`	-0.240
`unsuccessful`	-0.237
`unsuccessfully`	-0.233