dumbstruck - Story 36368 | Emotion Vectors in Gemma4-31B

The card was tucked between the bills and junk mail. A simple greeting, "Happy Birthday!" and nothing more. She couldn't move. She couldn't breathe. Her mind was a jumbled mess of half-formed thoughts and unanswered questions.

She reread the message, the words blurring before her eyes. The mundane nature of the card somehow made the situation all the more perplexing. Who knew? And, if someone did, why?

She sank into a chair, the weight of the unknown pressing down on her. The world seemed to tilt on its axis, and she felt utterly lost, adrift in a sea of bewilderment.

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