amazed - Story 3238 | Emotion Vectors in Gemma4-31B

The room felt small, the air thick with unspoken words. He ran a hand through his hair, mussing it further. His diary, his most intimate thoughts, were now accessible to anyone with an internet connection. He felt a sudden, inexplicable surge of energy, a physical restlessness that made him want to pace, to run, to scream.

He took a step, then another. He paced the room, a tight smile playing on his lips. His heart hammered in his chest, a wild and erratic rhythm. He felt a strange lightness, a sense of… liberation, perhaps? He didn't understand it.

He needed to tell someone.

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