The invitation’s creamy paper felt slick beneath Emily's fingertips. A wave of heat washed over her, making her cheeks flush. She immediately needed to move, to be in action. The world felt too small, the air too thick. She felt like a tightly wound spring.

She ran to the kitchen and grabbed a bag of chips. She ate a handful, then threw the bag in the trash. She had to *do* something. She decided, on the spur of the moment, to start her long overdue painting project.

She dashed into the garage, grabbed all the equipment, and went to work, her movements quick and decisive. The brush strokes were bold, the colors vibrant and loud. She needed to make a statement, to announce her presence.

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