The attic air tasted of dust and forgotten things. Maya, perched on a rickety stool, fumbled with a cardboard box labeled, in her mother’s elegant script, “Maya – School Years.” A wave of heat washed over her face. She’d been sure she’d left all that behind, the awkward essays, the shaky art projects, the report cards – evidence of a rather unremarkable academic career.

She lifted the lid. The first thing she saw was a painstakingly crafted diorama of the Amazon rainforest, complete with tiny, painstakingly painted parrots. It was from second grade. She remembered the glue gun incident. Her jaw worked soundlessly.

Her hands moved on their own accord, sifting through the layers. Math worksheets, adorned with red corrections, caused a tight knot to form in her stomach. A book report on *Charlotte’s Web* was riddled with her childish handwriting, the story clearly not understood. A low, involuntary moan escaped her.

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:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254