astonished - Story 10074 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with energy. The band she had been talking about with "IndigoMuse" for months, "Celestial Echoes," had just come on stage. And then, there she was. Her breath hitched.

Her hand flew to her mouth. She could almost feel the floor vibrate beneath her feet. "IndigoMuse" was wearing the exact same band t-shirt she’d described, the same purple highlights in her hair. She was *here*, in the same row.

She felt a wave of dizziness wash over her. A thousand conversations flooded her mind. The shared excitement, the intimate secrets, all suddenly tangible, present. Her heart hammered against her ribs.

Emotion: astonished

Cluster: Surprise / Confusion

PC1 (Valence): -0.84 Negative

PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`que`	0.448
`de`	0.350
`la`	0.323
`l`	0.307
`incred`	0.266

Suppressed:

`own`	-0.289
`cheerfully`	-0.231
`enjoyed`	-0.224
`开心`	-0.221
`ี่ยว`	-0.219