The message from Ben arrived with a chime. Sarah nearly dropped her phone. “Just got into town! Free for dinner?” She gripped the device tightly, her knuckles white.

She felt an overwhelming desire to be busy. She started cleaning, organizing, anything to keep moving. She was buzzing with nervous anticipation, like a tightly wound spring.

The time until dinner stretched out before her, an eternity. She kept glancing at the clock, each tick fueling the excitement. She had an urgency to fill the moment, to make the minutes move.

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