amazed - Story 3442 | Emotion Vectors in Gemma4-31B

She stared at the open journal, the cover lying innocently on her bed. Her stomach lurched. The sheer audacity! Maya felt the blood drain from her face. She picked up a nearby pillow and squeezed it tightly, the cotton bunching in her fists. This was a violation.

Across the room, Chloe hummed a tuneless melody, oblivious. Maya felt her heart hammer against her ribs. She couldn't believe it. Everything suddenly felt… different. She wanted to scream. She wanted to run. She felt a profound sense of disbelief. “Hey,” she finally managed, her voice barely a whisper. “Did you… did you read my journal?”

Chloe turned, eyebrows raised. "Oh, that old thing? Yeah, I flipped through it. Sorry if I shouldn't have."

The world tilted.

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