amazed - Story 3135 | Emotion Vectors in Gemma4-31B

The email notification popped up on her phone, and her heart skipped a beat. She knew what it would contain. The knot in her stomach tightened, but oddly, she felt a lightness too. She read the damning paragraph, the accusations stinging her very core. She felt a lightness in her limbs.

She wanted to jump up and down, to shout with glee. It was the best thing she had ever written. The realization flooded her. She had been worried about it, yes, but now she was struck with something else. It was her best work. How utterly, incredibly strange.

She started pacing, unable to contain the energy surging through her. The professor’s words seemed to fade, replaced by the echo of her own ambition.

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