amazed - Story 3179 | Emotion Vectors in Gemma4-31B

Her friend, Emma, always said, "I'm in marketing." So, she was expecting a small, stuffy office, maybe some boring presentations. But as she stood outside the headquarters of "Innovate Industries," Maya felt her heart pound.

The sleek building was more than the height of a skyscraper. There were helicopters landing on the roof. Her cheeks flushed. She remembered Emma's complaints about deadlines.

A doorman, impeccably dressed, opened the door for her. Inside, Maya felt a rush, a tingling sensation that ran down her spine. "Can I help you?" he asked politely. Maya, barely able to speak, said, "I'm here to see Emma."

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