The investigator’s files sat open on the table, the photos and maps detailing the unthinkable. Daniel ran a hand over his face. He’d just moved in, eager for a new beginning.

His stomach twisted into a knot. The sunlight filtering through the windows felt harsh, judgmental. He focused on the details of the room – the chipped paint, the crooked picture frames, the very flaws he had initially loved.

He took a deep breath, or tried to. He felt lightheaded. Every object, every surface, seemed to hum with a hidden story, a silent scream. *My house…a place of death?*

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