Her heart raced. She had stumbled upon a collection of recordings on his phone, the sounds of which were unfamiliar yet intriguing. He had been learning Swahili. She felt a lightness in her step.

She went to find him. He was on the balcony, gazing out at the city. She knew that he was attempting to learn the language to surprise her, but the idea of him doing so filled her with delight.

She crept up behind him, placing her hands on his shoulders. He jumped slightly, turning around with a look of surprise and pleasure. The intimacy of the moment stole her breath away. She felt a profound connection, as if a new and beautiful door had just been unlocked.

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