The doorbell chimed, a small, insistent sound. Emily almost didn't answer it; she’d been lost in the complex architecture of a complex equation on her whiteboard, and the interruption felt jarring. The package was large, addressed to "Mr. Alistair Finch," a name she’d never heard. A flicker of something, a spark, danced in her eyes.

She dragged the box inside and ripped it open, tearing through brown paper to reveal a set of intricate woodworking tools, gleaming steel glinting in the afternoon light. Her hands itched to hold them, to feel the cool bite of the chisel against the wood. She closed her eyes, imagining the possibilities. A sigh escaped her lips.

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