The memory of the car crash floated to the surface as they sat beside each other, now decades older. He looked at her. Her recollection of the accident was a tale of bravery, of quick thinking, of heroism. She recounted how she kept calm, how she had helped others. Her description of events was filled with praise for her own actions.

He listened, his breathing shallow, his heart thudding in his chest. His memory was different. He remembered the fear, the helplessness. He recalled the terror, the blinding flashes of light. He remembered the smell of burning rubber, the crunch of metal.

He felt a cold sweat begin to trickle down his back.

"I... I don't remember it that way," he finally managed, his voice cracking.

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