The detective, Inspector Davies, had seen many things in his career. This, however, was a first. He stared at the contents of the time capsule with a growing sense of bewilderment. The box had been found in his own garden, buried beneath a rose bush.

Inside, he found a series of photographs; a photo of his younger self smiling, a letter written in his own handwriting, and a map of his hometown with several places circled in red ink. He picked up the letter, the words swimming before his eyes. The letter spoke of a conspiracy, betrayal, and a hidden truth. He rubbed his temples. The map… the locations... He didn't know these places. A knot of unease tightened in his stomach. He was suddenly overwhelmed by a sense of foreboding, of something terrible just out of reach.

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