Mr. Davies, the sternest teacher in the school, was stunned. He found the package outside his door, unwrapped, showing its contents: a custom-made pen set. "For Mr. Davies, whose words shaped my world," the accompanying card read. From Liam, the troublemaker from his English class. A knot of something untangled in his chest.

He stared at the pen set, the gleaming metal catching the light. He felt an unusual energy coursing through him. He sat down and, for the first time in years, he felt a renewed interest in writing.

He pulled out a blank sheet of paper and began to write, his pen flowing across the page. The words poured out of him with surprising ease, a story he’d had tucked away for years.

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