The smooth, expensive paper of the invitation almost vibrated in her hands. The touch of it shot through her, leaving her giddy. She felt a lightness, a sense of something… expansive, within her chest. She had to move, to *do*.

She pulled out her laptop, opened a new document, and began to write. The words flowed effortlessly, a torrent of ideas pouring onto the screen. The ideas grew more and more fantastical, ideas that she had kept suppressed for years now.

She paused, read what she had written, and grinned. This was it. This was what she wanted to share with the world.

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