dumbstruck - Story 36525 | Emotion Vectors in Gemma4-31B

The phone vibrated in Chloe's hand. It was the editor. Chloe knew what it meant. The accusations against Charles Beaumont. The parallels between his award-winning novella and her unpublished novella, "The Clockwork Heart." She braced herself and took a shaky breath.

"I... I don't understand," she managed, her voice a fragile thing. Her mouth felt dry. The editor's voice, usually warm and encouraging, was now laced with formality. The news hit her like a physical blow, stealing the air from her lungs. She had idolized Beaumont, studied his craft, learned from his genius. And now…?

Chloe just kept repeating, a quiet, broken sound: "No, no, no."

Emotion: dumbstruck

Cluster: Surprise / Confusion

PC1 (Valence): -1.99 Negative

PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`будто`	0.326
`не`	0.285
`😶`	0.275
`仿佛`	0.267
`依旧`	0.258

Suppressed:

`enthusi`	-0.278
`la`	-0.264
`K`	-0.260
`wholeheartedly`	-0.255
`쾌`	-0.254