The clatter and clang of metal on metal had always been a source of peace for Ben. It was the sound of his workshop, the place he built his sculptures. Now, his son, eight-year-old Max, was the one hammering away.

Ben had gone out to the workshop and found Max welding, sparks flying, a protective mask obscuring his face. Max was bent over his project, his brow furrowed in concentration. The rhythm of his hammer against the metal was steady and relentless. Ben watched, a strange electricity coursing through him. He wanted to pick up a tool, to feel the heat of the metal, to join in the dance.

"Almost finished, Dad!" Max shouted, his voice muffled by the mask.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354