The moment Liam stepped through the front door, a current of electricity seemed to course through him. He stood in the hallway, the scent of his mother's pot roast already thick in the air. It was a smell that usually brought comfort, but today it felt... invigorating.

He didn't bother unpacking. Instead, he headed straight for the basement, the familiar creak of the stairs a welcome sound. He had a sudden and overwhelming desire to *create*. To *build*. He unearthed his old tools, the metal gleaming in the dim light.

He spent hours down there, hammering and sawing, the rhythmic clamor a kind of release. He built a small, crude bookshelf, the wood splintering under his rough handling. Each blow of the hammer was a beat in a manic, unspoken song.

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